cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/ijpc-ouc113765021
title: Chapter 5: Image

description: If this whole book ponders journalism’s popular image, chapter 5 looks at image more specifically by focusing on the depiction of photojournalists and television journalists. Critiques of the press often warn of the dangers of manufactured image and spin, as with political events that are orchestrated for the camera. Still, others have pointed to the power of visual images to evoke empathy and emotion and appeal to the imagination, whereas many professionals and educators argue that photojournalism and TV journalism at their best serve journalism’s self-proclaimed devotion to truth and social responsibility. Popular culture dramatizes both perspectives on those jour­nalistic professions: they can either help present a picture of the world as it really is, or they can promote lies and fluff over reality and substance.
DOI: 10.25549/ijpc-ouc113764911
title: Chapter 5: Image

description: If this whole book ponders journalism’s popular image, chapter 5 looks at image more specifically by focusing on the depiction of photojournalists and television journalists. Critiques of the press often warn of the dangers of manufactured image and spin, as with political events that are orchestrated for the camera. Still, others have pointed to the power of visual images to evoke empathy and emotion and appeal to the imagination, whereas many professionals and educators argue that photojournalism and TV journalism at their best serve journalism’s self-proclaimed devotion to truth and social responsibility. Popular culture dramatizes both perspectives on those jour­nalistic professions: they can either help present a picture of the world as it really is, or they can promote lies and fluff over reality and substance.
DOI: 10.15468/dl.87k8n7
title: Occurrence Download

description: A dataset containing 155072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salvia coccinea, Passiflora maliformis, Passiflora rubra, Dovyalis hebecarpa, Nymphaea, Aristolochia elegans, Boehmeria nivea, Cecropia obtusifolia, Laportea interrupta, Anacardium occidentale, Cardiospermum grandiflorum, Cardiospermum halicacabum, Merremia peltata, Operculina turpethum, Cryptotermes dudleyi, Monochamus clamator, Xylosandrus morigerus, Pheidole moerens, Hemidactylus garnotii, Sinanodonta woodiana)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 155072 records from 933 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022761-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbbf9g
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleione scopulorum"
 ]
}

 The dataset includes 110 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022769-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17538290
title: 301 AF2HE datasets

description: This open-source dataset is jointly released by the PLA General Hospital (301 Hospital) and Beihang University. It contains histopathological slice data from 30 breast cancer patients, including both autofluorescence (AF) scans and H&E-stained images. The AF images, acquired without any staining, were captured using DAPI, SpGr, and SpOr spectral bands. All slides were processed into unpaired 256×256 patches for training and evaluation of unsupervised image translation models, with 10% of the data reserved for testing. The AF data are confirmed to be unstained, and a detailed protocol for reproducing the AF imaging process can be obtained by contacting the dataset maintainer. After downloading, please place all files (*.z01–*.z04 and *.zip) in the same directory before extracting or merging them.
DOI: 10.5281/zenodo.17538291
title: 301 AF2HE datasets

description: This open-source dataset is jointly released by the PLA General Hospital (301 Hospital) and Beihang University. It contains histopathological slice data from 30 breast cancer patients, including both autofluorescence (AF) scans and H&E-stained images. The AF images, acquired without any staining, were captured using DAPI, SpGr, and SpOr spectral bands. All slides were processed into unpaired 256×256 patches for training and evaluation of unsupervised image translation models, with 10% of the data reserved for testing. The AF data are confirmed to be unstained, and a detailed protocol for reproducing the AF imaging process can be obtained by contacting the dataset maintainer. After downloading, please place all files (*.z01–*.z04 and *.zip) in the same directory before extracting or merging them.
DOI: 10.15468/dl.qmdjwp
title: Occurrence Download

description: A dataset containing 4868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "TaxonKey is Spodoptera frugiperda",
 "Year 1980-2025"
 ]
}

 The dataset includes 4868 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022770-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8p5ut
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleione yunnanensis"
 ]
}

 The dataset includes 167 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022771-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17556559
title: Underwater images collected by a Kite surf in One-Eye, Mauritius - 2019-05-01

description: This dataset was collected by a Kite surf in One-Eye, Mauritius - 2019-05-01. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.15468/dl.b5y5t9
title: Occurrence Download

description: A dataset containing 3468823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Medicago sativa, Melilotus albus, Melilotus indicus, Robinia pseudoacacia, Trifolium hybridum, Centaurium pulchellum, Erodium cicutarium, Erodium malacoides, Erodium moschatum, Geranium dissectum, Geranium molle, Geranium pusillum, Lamium amplexicaule, Marrubium vulgare, Melissa officinalis, Mentha piperita, Prunella vulgaris, Salvia verbenaca, Ligustrum lucidum, Linaria vulgaris)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 3468823 records from 4481 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022767-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/9pj-rmc-jey
title: Aeluropus Trin.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e9f-759-sse
title: Aeluropus lagopoides (L.) Thwaites

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bvp-j6j-xzh
title: Solanum venosum Humb. & Bonpl. ex Dunal

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dsx-5tk-eqg
title: Solanum muricatum Aiton

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jbt-syv-2b2
title: Dactylis glomerata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0ca-0zs-ft9
title: Solanum velleum Thunb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jx3-vsw-czw
title: Solanum velleum Thunb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gxe-llh-pw4
title: Elymus pungens (Pers.) Melderis

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q4z-dep-y3v
title: Solanum stipulatum Vell.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fnd-wwe-9tj
title: Elymus pungens (Pers.) Melderis

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4xm-4s5-4y2
title: Solanum distichophyllum Sendtn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/br6-4r7-vj6
title: Solanum sycophanta Dunal

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w72-t9g-cn4
title: Thinopyrum acutum (DC.) Banfi

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xy2-0tp-h5c
title: Agenium villosum (Nees) Pilg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6ll-ekr-n04
title: Solanum barbulatum Zahlbr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zxd-mjj-8ab
title: Solanum distichophyllum Sendtn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3lh-8pr-zdt
title: Agenium villosum (Nees) Pilg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/krk-akl-av7
title: Solanum euacanthum Phil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h4c-sq8-rd3
title: Solanum lacteum Vell.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/31z-cw1-p74
title: Solanum megalochiton Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tkc-v90-s4n
title: Solanum lacteum Vell.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fzx-7qh-r53
title: Agenium villosum (Nees) Pilg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lsl-eqa-v2d
title: Mimosa revoluta Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.16617904
title: Digital Appendices - PhD Thesis - Miguel Farinha-Ferreira
DOI: 10.5281/zenodo.16617905
title: Digital Appendices - PhD Thesis - Miguel Farinha-Ferreira
DOI: 10.3535/173-7js-prx
title: Capsicum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t84-3ad-1kc
title: Solanum dichroandrum Dunal

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f1e-1v8-s86
title: Elymus pungens (Pers.) Melderis

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y1t-28e-4xn
title: Solanum americanum Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lnm-199-keb
title: Tylecodon hallii (Toelken) Toelken

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xha-sba-gtg
title: Berberis lutea Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d6h-8z0-0h3
title: Lycianthes stenoloba (Van Heurck & Müll. Arg.) Bitter

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8ta-b7w-8e7
title: Solanum hexandrum Vell.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kl6-c42-f2l
title: Crassula deceptor Schönland & Baker fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/32z-7xt-07f
title: Solanum aethiopicum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9mq-wpq-vrz
title: Crassula pellucida subsp. brachypetala (Drège ex Harv.) Toelken

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/34l-f6p-f3d
title: Solanum crinitipes Dunal

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yj6-rth-qbx
title: Crassula L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zr5-4t8-6mb
title: Solanum felinum Bitter ex Whalen

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h09-x3a-mt8
title: Xylophragma myrianthum (Cham.) Sprague

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zm4-k3g-nne
title: Solanum asperum A. Rich.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8ek-drp-gh2
title: Solanum pubigerum Dunal

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mak-lv4-vb9
title: Cotyledon papillaris (L.) L. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hnw-x4p-ct3
title: Agropyron cristatum (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4nn-mnj-4yt
title: Solanum felinum Bitter ex Whalen

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p7w-4ah-vlk
title: Blanchetiodendron blanchetii (Benth.) Barneby & J.W.Grimes

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.267gfn
title: Occurrence Download

description: A dataset containing 53 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 (Crocidura russula)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 53 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075004-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7ps-vby-6hr
title: Peltophorum (Vogel) Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9zg-x8g-ycz
title: Elymus caninus (L.) L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v98-m04-k6z
title: Adenocalymma axillare (K. Schum.) L. G. Lohmann

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5ms-0z6-d3j
title: Arabidopsis halleri (L.) O'Kane & Al-Shehbaz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j02-y6m-8lf
title: Thinopyrum intermedium subsp. intermedium

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r21-vda-cpr
title: Thinopyrum intermedium subsp. intermedium

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z9v-1an-310
title: Eschweilera ovata (Cambess.) Mart. ex Miers

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pkk-w05-spn
title: Agropyron cristatum (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z1h-y5p-2nw
title: Thinopyrum intermedium subsp. intermedium

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/84x-qv4-2kw
title: Lundia obliqua Sond.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t7t-n8l-xt4
title: Stizophyllum inaequilaterum Bureau & K. Schum.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p0x-qf0-ztg
title: Eschweilera sagotiana Miers

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ny3-ca6-89s
title: Agropyron cristatum (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rrp-szd-43f
title: Pleonotoma variabilis (Jacq.) Miers

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8lw-znq-02l
title: Adenocalymma axillare (K. Schum.) L. G. Lohmann

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f8s-lb6-y50
title: Solanum stipulaceum Willd. ex Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h2g-y9c-b1l
title: Sciaphila arfakiana Becc.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hev-l0x-lwj
title: Solanum americanum Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lk6-1rb-wtz
title: Trigonella capitata Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lmh-cgk-myt
title: Medicago crassipes (Boiss.) E.Small

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gpz-mg5-e8a
title: Sciaphila purpurea Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mxm-srb-zyd
title: Trigonella kotschyi Fenzl ex Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q5x-m5l-cf1
title: Salvia secunda Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/006-xqc-rtb
title: Soridium spruceanum Miers

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bdt-61n-j8n
title: Ophiuros papillosus Hochst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0c2-blw-361
title: Crassula vaginata subsp. vaginata

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5z4-mnc-359
title: Chelonanthus viridiflorus (Mart.) Gilg

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7hc-3et-x9h
title: Eschweilera pedicellata (Rich.) S.A.Mori

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g1e-fa3-b91
title: Solanum pseudoquina A. St.-Hil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kkm-x48-y6j
title: Athenaea fasciculata (Vell.) I. M. C. Rodrigues & Stehmann

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xbx-eta-lk8
title: Ophiuros papillosus Hochst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/amq-w39-chf
title: Sciaphila albescens Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qfw-dh3-rpx
title: Solanum pseudocapsicum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hr2-a19-89z
title: Solanum lycocarpum A. St.-Hil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zax-2my-3z1
title: Fridericia japurensis (DC.) L. G. Lohmann

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ff9-a3g-0ph
title: Doliocarpus dentatus subsp. dentatus

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v5j-zf7-98y
title: Thinopyrum intermedium subsp. intermedium

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v5l-a8s-xgs
title: Amphilophium lactiflorum (Vahl) L. G. Lohmann

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h7f-nd1-922
title: Adenocalymma nervosum Bureau & K. Schum.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y7l-p8j-jlp
title: Solanum leucodendron Sendtn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/law-x6a-z20
title: Thinopyrum intermedium subsp. intermedium

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q8w-h2a-mjk
title: Solanum viscosissimum Sendtn.

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