cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15396245
title: BETA-FOR_SP9_Coleoptera_2022/2023

description: one-time sampling

################

The dataset comprises 1308 beetle species and 103,714 specimens collected with flight interception traps and pitfall traps on 234 patches in the BETA-FOR project. Each patch was sampled in one year. All determinations were made by Alexander Szallies and Boris Büche. Colour values, body size, feeding strategy and dependency on deadwood were extracted from Literature (Böhme, J. 2005: Die Käfer Mitteleuropas, Band K: Katalog. Springer Spektrum, Heidelberg; Dries, B. 2015: Käfer Mitteleuropas. Holzkirchen; Hagge, J. et al 2021: Morphological trait database of saproxylic beetles. Dryad, https://doi.org/10.5061/dryad.2fqz612p3; Koch, K. 1989-1995 Die Käfer Mitteleuropas, Ökologie. Springer Spektrum, Heidelberg) The phylogeny was created based on the Lucht code taxonomy because current beetle phylogeny nodes are not better supported by sequence data.

The data is given in long and wide format with aditional files for traits and phylogeny. 

################

We greatly acknowledge the help of:

Boris Büche (identifier), Alexander Szallies (identifier), Ruth Pickert, Sophia Hochrein, Katharina Kallnik, Marina Wolz, Manuel Mauermann, Bernd Anell, Jens Geigenmüller, Hans Bahr, Interns of the Bavarian Forest Nationalpark and all other assistants
description: Variables Description (long format)################

*Project: name of the project the dataset belongs to, in this case BETA-FOR

*patchLabel_BETAFOR: unique BETA-FOR patch label

*dwc:eventType: the nature of the dwc:Event, in this case a sample

*dwc:samplingProtocol: names of the methods used for sampling, in this case flight interception trap and pitfall trap

*trapNo: number for identifying the trap

*dwc:month: month when the sample was taken

*dwc:year: year when the sample was taken

*dwc:order: taxonomic order the organisms belong to

*dwc:taxonID: an identifier for the set of taxon information

*taxonIdReference: reference to the database used to identify taxon information in dwc:taxonID

*dwc:family: family the organisms belong to

*dwc:scientificName: scientific name of the organisms

*dwc:scientificNameAuthorship: The authorship information for the dwc:scientificName 

*dwc:organismQuantityType: quantification type used for quantifying organisms

*dwc:organismQuantity: quantity of the organism

*dwc:identifiedBy: name of the person who identified the specimens
DOI: 10.15468/dl.rc9h9e
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rehmannia solanifolia"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008212-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tf89s
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001759-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aczwbu
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spermacoce articularis L.f.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206895-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l1qgtn
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004058-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtjenv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004050-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8dbv7
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alpinia boninsimensis Makino",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206902-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqffkw
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009058-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrt7u6
title: Occurrence Download

description: A dataset containing 727125690 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 727125690 records from 15812 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074717-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28967
title: RoleEval
title: RoleEval

description: RoleEval is a bilingual benchmark designed to assess the memorization, utilization, and reasoning capabilities of role knowledge for large language models. RoleEval comprises RoleEval-Global (including internationally recognized characters) and RoleEval-Chinese (including characters popular in China), with 6,000 Chinese-English parallel multiple-choice questions focusing on 300 influential people and fictional characters drawn from a variety of domains including celebrities, anime, comics, movies, TV series, games, and fiction. These questions cover basic knowledge and multi-hop reasoning abilities, aiming to systematically probe various aspects such as personal information, relationships, abilities, and experiences of the characters. To maintain high standards, we perform a hybrid quality check process combining automatic and human verification, ensuring that the questions are diverse, challenging, and discriminative.
description: RoleEval is a bilingual benchmark designed to assess the memorization, utilization, and reasoning capabilities of role knowledge for large language models. RoleEval comprises RoleEval-Global (including internationally recognized characters) and RoleEval-Chinese (including characters popular in China), with 6,000 Chinese-English parallel multiple-choice questions focusing on 300 influential people and fictional characters drawn from a variety of domains including celebrities, anime, comics, movies, TV series, games, and fiction. These questions cover basic knowledge and multi-hop reasoning abilities, aiming to systematically probe various aspects such as personal information, relationships, abilities, and experiences of the characters. To maintain high standards, we perform a hybrid quality check process combining automatic and human verification, ensuring that the questions are diverse, challenging, and discriminative.
DOI: 10.34740/kaggle/dsv/12244649
title: Filipino Grade 1 and Grade 2 Braille Dataset
DOI: 10.57760/sciencedb.28922
title: Dataset for Personal vs. Observational Decision Making Project
title: Dataset for Personal vs. Observational Decision Making Project

description: Dataset for manuscript How Risk Information Source Affects Decision-Making: Behavioral and Neural Evidence from Personal vs. Observational Experience.
description: Dataset for manuscript How Risk Information Source Affects Decision-Making: Behavioral and Neural Evidence from Personal vs. Observational Experience.
DOI: 10.57702/8hfx118o
title: Twitter15

description: Rumor detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks. This paper proposes a novel Claim-guided Hierarchical Graph Attention Network based on undirected interaction graphs to learn graph attention-based embeddings that attend to user interactions for rumor detection.
DOI: 10.57702/86ylxvas
title: Toy Benchmark Problem

description: The dataset used in the paper is a toy benchmark problem, where the data is generated by uniform sampling from a compact symmetry group G and other independent factors of variation V.
DOI: 10.57702/l2f14ywt
title: RWTH-PHOENIX-Weather-2014

description: RWTH-PHOENIX-Weather-2014 dataset is a benchmarking dataset for continuous Sign Language Recognition. It is a public television broadcast in Germany, where all signers wear dark clothes and perform sign language in front of a clean background.
DOI: 10.57702/ny757f85
title: Paris-Rue-Lille

description: The Paris-Rue-Lille dataset is used for global localization tasks. It contains real-world point cloud data with semantic object-centric maps.
DOI: 10.57702/x5wj6on5
title: Deepfake Detection using Diffusion Models

description: The dataset contains real and fake face images generated by diffusion models.
DOI: 10.57702/lfv37t4f
title: MNIST and ImageNet datasets

description: The MNIST dataset is a large dataset of handwritten digits, and the ImageNet dataset is a large dataset of images.
DOI: 10.57702/ndtfucmu
title: Fluid Flow

description: The dataset used in the paper is not explicitly described, but it is mentioned that it is a comprehensive set of possible states of the environment.
DOI: 10.57702/bq1r01mc
title: Bilateral Filter

description: MultiresolutionImageProcessing1)BilateralFilter: On the same level within the Gaussian pyramid, we apply the bilateral filter, a non-linear image filter for reducing noise and preserving edges at the same time. It is based on a local operator containing two Gaussian filter kernels, Gσs for taking spatial similarity into account, and Gσr for considering range similarity (intensity). I′(x) = 1 Wp(xi ∈ Ω Gσs(∥xi−x∥) Gσr(|I(xi)−I(x)|)I(xi)
DOI: 10.57702/jjpka4q2
title: Structurally aware bidirectional unpaired image to image translation between CT and MR

description: Magnetic Resonance (MR) Imaging and Computed Tomography (CT) are the primary diagnostic imaging modalities quite frequently used for surgical planning and analysis. A general problem with medical imaging is that the acquisition process is quite expensive and time-consuming. Deep learning techniques like generative adversarial networks (GANs) can help us to leverage the possibility of an image to image translation between multiple imaging modalities, which in turn helps in saving time and cost.
DOI: 10.57702/bdt4d3jb
title: Portfolio optimization based on forecasting models using vine copulas

description: The dataset used in this paper is a collection of daily returns of 12 international stock indexes.
DOI: 10.57702/pl2ocdwy
title: FI-2010

description: Limit Order Book dataset from Nordic market, containing buy and sell limit order information (prices and volumes) over 10 business days from 5 Finnish stocks traded in Helsinki Stock Exchange (operated by NASDAQ Nordic).
DOI: 10.57702/1i977kfj
title: VRE Impact on System Electricity Price and Volatility

description: The dataset used in this study consists of hourly, real-time, historical data from six Independent System Operators (ISOs) in the U.S. using quantile and skew t-distribution regressions.
DOI: 10.57702/n7qf6f72
title: Composition of indexes under study by market capitalization

description: The dataset contains information about the composition of indexes under study by market capitalization.
DOI: 10.34740/kaggle/dsv/14426815
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.57702/d6pzm7yo
title: Dou Shou Qi

description: Dou Shou Qi game, including rules, pieces, and game tree search algorithm
DOI: 10.15468/dl.sqtrtp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.593682 24.201174, 88.516695 24.195597, 88.441624 24.179005, 88.370334 24.15181, 88.30459399999999 24.114689, 88.246032 24.068563, 88.196094 24.014577, 88.156004 23.954069, 88.126741 23.888537, 88.10901200000001 23.819601, 88.103236 23.748961, 88.10953499999999 23.678359, 88.127735 23.609531, 88.157372 23.544168, 88.19770200000001 23.483873, 88.24772299999999 23.430124, 88.306202 23.384234, 88.371702 23.347326, 88.442618 23.320301, 88.517218 23.303817, 88.593682 23.298277, 88.670146 23.303817, 88.74474600000001 23.320301, 88.815662 23.347326, 88.881162 23.384234, 88.93964099999999 23.430124, 88.989662 23.483873, 89.02999199999999 23.544168, 89.059629 23.609531, 89.07782899999999 23.678359, 89.08412800000001 23.748961, 89.078352 23.819601, 89.06062300000001 23.888537, 89.03136000000001 23.954069, 88.99127 24.014577, 88.941332 24.068563, 88.88276999999999 24.114689, 88.81703 24.15181, 88.74574 24.179005, 88.670669 24.195597, 88.593682 24.201174))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080229-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/ifb6yin2
title: Optical Hyperdimensional Distributed Representations

description: The dataset used for the proposed optical hyperdimensional distributed representations based on laser speckles for adaptive, efficient, and low-latency optical sensor processing.
DOI: 10.57702/knmtf1iy
title: FB15k and WN18

description: The dataset used in the paper is FB15k and WN18. FB15k is a knowledge graph, and WN18 is another knowledge graph.
DOI: 10.57702/dgnwnwtp
title: MSRA-TD500 dataset

description: The MSRA-TD500 dataset contains 500 natural scene images, of which 300 are for training and 200 are for testing.
DOI: 10.57702/o5blc8mq
title: reddit-5k and reddit-12k datasets

description: The dataset used in the paper is the reddit-5k and reddit-12k datasets, which consist of social network graphs with 5 and 11 classes, respectively.
DOI: 10.57702/16d9ec2y
title: Simulated WFSAT for the third scene

description: The dataset used for testing the DAE based PSF modelling method with simulated data.
DOI: 10.57702/a8ln1eed
title: Remote Sensing Image Captioning

description: Remote Sensing Image Captioning Dataset (RSICD) and UCM-captions dataset for remote sensing image captioning
DOI: 10.57702/07c50rxs
title: CB55

description: The dataset used for image classification task, featuring high-resolution scans of medieval manuscripts.
DOI: 10.3535/3x5-rge-030
title: Salsola collina Pall.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hq4-m85-qxr
title: Bistorta officinalis Raf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cns-jqg-eft
title: Hydrocera triflora (L.) Wight & Arn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tl1-jn7-z8e
title: Iresine rhizomatosa Standl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7pn-t09-pxs
title: Paronychia polygonifolia (Vill.) DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5x0-j9s-fzn
title: Maytenus verticillata (Ruiz & Pav.) DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wfx-c0m-br4
title: Illecebrum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rhb-epy-t7j
title: Celosia argentea f. cristata (L.) Schinz

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5bg-bcl-rjx
title: Vincetoxicum mukdenense Kitag.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8w5-88w-peq
title: Illecebrum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d09-4dm-190
title: Calystegia hederacea Wall.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jg7-8ej-s5r
title: Claytonia sibirica L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3dw-lmv-lg4
title: Claytonia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fcg-axm-g1h
title: Cynanchum rostellatum (Turcz.) Liede & Khanum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d52-1kq-zhm
title: Vitis vinifera L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ekx-b7d-q21
title: Sauvagesia erecta L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3j8-b7k-2c3
title: Allmania nodiflora (L.) R. Br. ex Wight

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3k0-h35-2fj
title: Celosia trigyna L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vzk-zlp-7mh
title: Macrostylis villosa subsp. villosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2jh-9m4-kh9
title: Paronychia polygonifolia (Vill.) DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ssp-mhk-8mw
title: Vitis hederacea Ehrh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p1y-s7t-m4d
title: Putterlickia pyracantha (L.) Szyszyl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v8d-kgh-tsa
title: Cissus adnata Roxb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vx4-0cd-es5
title: Carissa bispinosa (L.) Desf. ex Brenan

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.yhwgk8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macaca mulatta (Zimmermann, 1780)",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108141-250525065834625/datasets/export for details.
DOI: 10.3535/8wl-k0p-pgg
title: Maytenus boaria Molina

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zyz-ydl-ega
title: Celosia argentea f. cristata (L.) Schinz

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/21p-82g-t9p
title: Hydrocera triflora (L.) Wight & Arn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/937-kyv-2bl
title: Paronychia canariensis (L. fil.) Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j8h-xqq-5fj
title: Claytonia sibirica L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s2n-rpz-st3
title: Asparagus oligoclonos Maxim.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8jj-73q-7p3
title: Commelina communis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nef-cpn-nxb
title: Chaetonychia cymosa (L.) Sweet

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wep-lm4-jlv
title: Ribes L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0h1-aa4-xpx
title: Allmania nodiflora (L.) R. Br. ex Wight

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zr5-s66-cr9
title: Agathosma bisulca (Thunb.) Bartl. & H. L. Wendl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/60e-ypy-rfm
title: Polycarpaea latifolia (Willd.) Poir.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/88p-0xm-t13
title: Gymnosporia (Wight & Arn.) Hook.f.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8tw-vtp-xd7
title: Illecebrum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ghc-y9h-5lb
title: Celosia argentea f. cristata (L.) Schinz

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6nl-vyf-n6c
title: Claytonia sibirica L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/46y-khf-8ad
title: Claytonia virginica L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4sx-r8x-z02
title: Murdannia japonica (Thunb.) Faden

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.