cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.35078/5fu2jv/vddkff
title: Barro Branco de Cima A.jpg

description: :unav
DOI: 10.35078/bsfho6/ktkglz
title: João Pinto C.jpg

description: :unav
DOI: 10.35078/hkspf4/z1qero
title: Choro de Cima A.jpg

description: :unav
DOI: 10.35078/5fu2jv/pbrbyx
title: Pedra de Sevá Faz. B.jpg

description: :unav
DOI: 10.35078/bsfho6/yzihro
title: Joaquim Miliano B.jpg

description: :unav
DOI: 10.5281/zenodo.3813450
title: Large-Scale Dataset for Radio Frequency based Device-Free Crowd Estimation

description: This dataset serves to estimate the status, in particular the size, of a crowd given the impact on radio frequency communication links within a wireless sensor network. To quantify this relation, signal strengths across sub-GHz communication links are collected at the premises of the Tomorrowland music festival. The communication links are formed between the network nodes of wireless sensor networks deployed in three of the festival's stage environments. The table below lists the eighteen dataset files. They are collected at the music festival's 2017 and 2018 editions. There are three environments, labeled: ‘Freedom Stage 2017’, ‘Freedom Stage 2018’, and ‘Main Comfort 2018’. Each environment has both 433 MHz and 868 MHz data. The measurements at each environment were collected over a period of three festival days. The dataset files are formatted as Comma-Separated Values (CSV). <pre><code class="language-markdown">| Dataset file | Reference file | Number of messages | |-------------------- |------------------------- |-------------------- | | free17_433_fri.csv | None | 393 852 | | free17_868_fri.csv | None | 472 202 | | free17_433_sat.csv | free17_transactions.csv | 996 033 | | free17_868_sat.csv | free17_transactions.csv | 1 023 059 | | free17_433_sun.csv | free17_transactions.csv | 1 007 066 | | free17_868_sun.csv | free17_transactions.csv | 1 036 456 | | free18_433_fri.csv | None | 765 024 | | free18_868_fri.csv | None | 757 657 | | free18_433_sat.csv | free18_transactions.csv | 711 438 | | free18_868_sat.csv | free18_transactions.csv | 714 390 | | free18_433_sun.csv | free18_transactions.csv | 648 329 | | free18_868_sun.csv | free18_transactions.csv | 656 290 | | main18_433_fri.csv | None | 791 462 | | main18_868_fri.csv | None | 908 407 | | main18_433_sat.csv | main18_counts.csv | 863 666 | | main18_868_sat.csv | main18_counts.csv | 884 682 | | main18_433_sun.csv | main18_counts.csv | 903 862 | | main18_868_sun.csv | main18_counts.csv | 894 496 |</code></pre> In addition to the datasets and reference files, a software example is provided to illustrate the data use and visualise the initial findings and relation between crowd size and network signal strength impact. In order to use the software, please retain the following file structure: <pre><code class="language-markdown">. ├── data ├── data_reference ├── graphs └── software</code></pre> The peer-reviewed data descriptor for this dataset has now been published in MDPI Data - an open access journal aiming at enhancing data transparency and reusability, and can be accessed here: https://doi.org/10.3390/data5020052.<br> Please cite this when using the dataset.
description: Abdil Kaya is funded by Research Foundation – Flanders (Fonds Wetenschappelijk Onderzoek - Vlaanderen) under grant number 1S99720N.
description: {"references": ["Kaya, A.; Denis, S.; Bellekens, B.; Weyn, M.; Berkvens, R. Large-Scale Dataset for Radio Frequency-Based Device-Free Crowd Estimation. Data 2020, 5, 52."]}
DOI: 10.35078/5fu2jv/hyotnp
title: Angá A.jpg

description: :unav
DOI: 10.35078/hkspf4/6qwesl
title: Cachoeirinha A.jpg

description: :unav
DOI: 10.5281/zenodo.3813449
title: Large-Scale Dataset for Radio Frequency based Device-Free Crowd Estimation

description: This dataset serves to estimate the status, in particular the size, of a crowd given the impact on radio frequency communication links within a wireless sensor network. To quantify this relation, signal strengths across sub-GHz communication links are collected at the premises of the Tomorrowland music festival. The communication links are formed between the network nodes of wireless sensor networks deployed in three of the festival's stage environments. The table below lists the eighteen dataset files. They are collected at the music festival's 2017 and 2018 editions. There are three environments, labeled: ‘Freedom Stage 2017’, ‘Freedom Stage 2018’, and ‘Main Comfort 2018’. Each environment has both 433 MHz and 868 MHz data. The measurements at each environment were collected over a period of three festival days. The dataset files are formatted as Comma-Separated Values (CSV). <pre><code class="language-markdown">| Dataset file | Reference file | Number of messages | |-------------------- |------------------------- |-------------------- | | free17_433_fri.csv | None | 393 852 | | free17_868_fri.csv | None | 472 202 | | free17_433_sat.csv | free17_transactions.csv | 996 033 | | free17_868_sat.csv | free17_transactions.csv | 1 023 059 | | free17_433_sun.csv | free17_transactions.csv | 1 007 066 | | free17_868_sun.csv | free17_transactions.csv | 1 036 456 | | free18_433_fri.csv | None | 765 024 | | free18_868_fri.csv | None | 757 657 | | free18_433_sat.csv | free18_transactions.csv | 711 438 | | free18_868_sat.csv | free18_transactions.csv | 714 390 | | free18_433_sun.csv | free18_transactions.csv | 648 329 | | free18_868_sun.csv | free18_transactions.csv | 656 290 | | main18_433_fri.csv | None | 791 462 | | main18_868_fri.csv | None | 908 407 | | main18_433_sat.csv | main18_counts.csv | 863 666 | | main18_868_sat.csv | main18_counts.csv | 884 682 | | main18_433_sun.csv | main18_counts.csv | 903 862 | | main18_868_sun.csv | main18_counts.csv | 894 496 |</code></pre> In addition to the datasets and reference files, a software example is provided to illustrate the data use and visualise the initial findings and relation between crowd size and network signal strength impact. In order to use the software, please retain the following file structure: <pre><code class="language-markdown">. ├── data ├── data_reference ├── graphs └── software</code></pre> The peer-reviewed data descriptor for this dataset has now been published in MDPI Data - an open access journal aiming at enhancing data transparency and reusability, and can be accessed here: https://doi.org/10.3390/data5020052.<br> Please cite this when using the dataset.
description: Abdil Kaya is funded by Research Foundation – Flanders (Fonds Wetenschappelijk Onderzoek - Vlaanderen) under grant number 1S99720N.
description: {"references": ["Kaya, A.; Denis, S.; Bellekens, B.; Weyn, M.; Berkvens, R. Large-Scale Dataset for Radio Frequency-Based Device-Free Crowd Estimation. Data 2020, 5, 52."]}
DOI: 10.35078/bsfho6/x1tknf
title: Cachoeira D.jpg

description: :unav
DOI: 10.35078/hkspf4/0poykv
title: Chácara A.jpg

description: :unav
DOI: 10.35078/5fu2jv/gmphne
title: Alexandrina Maria Jesus A.jpg

description: :unav
DOI: 10.35078/bsfho6/paa9do
title: Três Barras D.jpg

description: :unav
DOI: 10.35078/5fu2jv/glecu1
title: Grota dos Andrades D.jpg

description: :unav
DOI: 10.35078/hkspf4/cqhprt
title: Fumal B.jpg

description: :unav
DOI: 10.35078/bsfho6/siz4qg
title: Formiga F.jpg

description: :unav
DOI: 10.35078/5fu2jv/f1xuzl
title: Cachoeira Faz. A.jpg

description: :unav
DOI: 10.35078/bsfho6/v8vhzo
title: Bateias B.jpg

description: :unav
DOI: 10.35078/hkspf4/yf7ega
title: Córrego da Divisa A.jpg

description: :unav
DOI: 10.35078/5fu2jv/rybbk5
title: Rio Vermelho B.jpg

description: :unav
DOI: 10.35078/bsfho6/b1vetp
title: Mata do Ribeirão Grande A.jpg

description: :unav
DOI: 10.35078/hkspf4/tztslp
title: Morro Grande A.jpg

description: :unav
DOI: 10.35078/5fu2jv/rn2xz9
title: Jacarandá D.jpg

description: :unav
DOI: 10.35078/bsfho6/ww3zbw
title: Quilombo II. B.jpg

description: :unav
DOI: 10.35078/5fu2jv/6mev7i
title: Peixoto C.jpg

description: :unav
DOI: 10.35078/hkspf4/xdpeng
title: Quarenta e Oito B.jpg

description: :unav
DOI: 10.35078/bsfho6/oucl82
title: Tabocas A.jpg

description: :unav
DOI: 10.35078/5fu2jv/6xjevf
title: Barro Branco C.jpg

description: :unav
DOI: 10.35078/hkspf4/qlttq1
title: Amadeu Lacerda A.jpg

description: :unav
DOI: 10.35078/bsfho6/syh9wm
title: Mata A.jpg

description: :unav
DOI: 10.35078/5fu2jv/dajp97
title: Pedra de Sevá D.jpg

description: :unav
DOI: 10.35078/hkspf4/yurqtc
title: Chácara Jardim Primavera B.jpg

description: :unav
DOI: 10.35078/bsfho6/irgdl3
title: Antônio Machado de Abreu C.jpg

description: :unav
DOI: 10.35078/5fu2jv/v5kvgn
title: Pedra de Sevá F.jpg

description: :unav
DOI: 10.35078/bsfho6/dkf3mc
title: Alto do Cascalho A.jpg

description: :unav
DOI: 10.35078/hkspf4/ujrewi
title: Olaria B.jpg

description: :unav
DOI: 10.35078/5fu2jv/qwosyy
title: Grota do Monjolo F.jpg

description: :unav
DOI: 10.35078/bsfho6/xk7eh8
title: Joaquim Miliano A.jpg

description: :unav
DOI: 10.35078/hkspf4/ulgbe4
title: Noé Chácara A.jpg

description: :unav
DOI: 10.35078/5fu2jv/9olxyi
title: Morro Grande E.jpg

description: :unav
DOI: 10.35078/bsfho6/cogmxp
title: Engano C.jpg

description: :unav
DOI: 10.35078/hkspf4/yyo09f
title: Loteamento Exposição A.jpg

description: :unav
DOI: 10.35078/5fu2jv/nmepwp
title: Marcela C.jpg

description: :unav
DOI: 10.35078/bsfho6/kq4eow
title: Quilombo II. G.jpg

description: :unav
DOI: 10.35078/hkspf4/9abp9f
title: Ponte de Ferro B.jpg

description: :unav
DOI: 10.35078/5fu2jv/pnybtt
title: Gritador C.jpg

description: :unav
DOI: 10.35078/hkspf4/lquqpy
title: Porto Alegre I. A.jpg

description: :unav
DOI: 10.35078/5fu2jv/qudy3a
title: Grota do Monjolo B.jpg

description: :unav
DOI: 10.35078/bsfho6/elhntg
title: Catitu A.jpg

description: :unav
DOI: 10.35078/bsfho6/2xrfmx
title: Manoel Lemos Pinto A.jpg

description: :unav
DOI: 10.35078/hkspf4/wkamsa
title: Halim Suque A.jpg

description: :unav
DOI: 10.35078/5fu2jv/tauadj
title: Olhos D'água D.jpg

description: :unav
DOI: 10.35078/bsfho6/rtvxqz
title: Mata do Ribeirão Grande E.jpg

description: :unav
DOI: 10.35078/hkspf4/uiwhjv
title: Rua Grande B.jpg

description: :unav
DOI: 10.35078/5fu2jv/4cp9gv
title: Curral dos Nunes E.jpg

description: :unav
DOI: 10.35078/bsfho6/fmno30
title: São Pedro B.jpg

description: :unav
DOI: 10.35078/hkspf4/wjtljz
title: Belo Vale Br. B.jpg

description: :unav
DOI: 10.35078/5fu2jv/cyqetf
title: Curé D.jpg

description: :unav
DOI: 10.35078/bsfho6/mvab8s
title: Campo Redondo D.jpg

description: :unav
DOI: 10.35078/hkspf4/btlumc
title: Varjão B.jpg

description: :unav
DOI: 10.35078/5fu2jv/bgbvyg
title: Serra do Caeté A.jpg

description: :unav
DOI: 10.35078/bsfho6/4nzpbe
title: Praia Vermelha B.jpg

description: :unav
DOI: 10.35078/hkspf4/0fpfde
title: Limeira B.jpg

description: :unav
DOI: 10.35078/5fu2jv/hlalpd
title: Mato Dentro D.jpg

description: :unav
DOI: 10.35078/bsfho6/mezi94
title: Morro Alto C.jpg

description: :unav
DOI: 10.35078/hkspf4/mtx49x
title: Caatinga B.jpg

description: :unav
DOI: 10.35078/bsfho6/xcwobx
title: Ponte dos Palmitos B.jpg

description: :unav
DOI: 10.35078/hkspf4/flgvox
title: Patrimônio B.jpg

description: :unav
DOI: 10.35078/5fu2jv/bivr1f
title: Carvalho B.jpg

description: :unav
DOI: 10.35078/bsfho6/dsb3ai
title: Coração B.jpg

description: :unav
DOI: 10.35078/hkspf4/w1mjeh
title: Santos Dumont B.jpg

description: :unav
DOI: 10.35078/5fu2jv/rzsuxa
title: Ponte Alta D.jpg

description: :unav
DOI: 10.35078/bsfho6/w7ixzl
title: São Sebastião C.jpg

description: :unav
DOI: 10.35078/hkspf4/tcpo0y
title: Chácara do Cacoco A.jpg

description: :unav
DOI: 10.35078/5fu2jv/w0tafy
title: Cavacado C.jpg

description: :unav
DOI: 10.35078/bsfho6/4jmizq
title: Francisco Melo Lemos A.jpg

description: :unav
DOI: 10.35078/bsfho6/7mratf
title: Cultivado C.jpg

description: :unav
DOI: 10.35078/hkspf4/5ndxzt
title: Geraldo T. de Melo A.jpg

description: :unav
DOI: 10.35078/5fu2jv/ui5zfc
title: Cachoeirinha C.jpg

description: :unav
DOI: 10.35078/hkspf4/fbehgm
title: Quilombo Pov. B.jpg

description: :unav
DOI: 10.35078/5fu2jv/qzrbnt
title: Mouras B.jpg

description: :unav
DOI: 10.35078/bsfho6/mi70lj
title: Jaú D.jpg

description: :unav
DOI: 10.35078/5fu2jv/wb3beh
title: Vargem Grande A.jpg

description: :unav
DOI: 10.35078/hkspf4/bjoqap
title: Jararaca C.jpg

description: :unav
DOI: 10.35078/bsfho6/neel74
title: Machadinho E.jpg

description: :unav
DOI: 10.35078/hkspf4/0lu2es
title: Cacoco de Cima B.jpg

description: :unav
DOI: 10.35078/5fu2jv/bqbzkn
title: Grota dos Andrades F.jpg

description: :unav
DOI: 10.35078/bsfho6/nyrmoh
title: Estiva C.jpg

description: :unav
DOI: 10.35078/bsfho6/dxmgue
title: Morro Alto B.jpg

description: :unav
DOI: 10.35078/hkspf4/ohqgxk
title: Tamburil A.jpg

description: :unav
DOI: 10.35078/hkspf4/gu4rvk
title: Noé Chácara B.jpg

description: :unav
DOI: 10.35078/5fu2jv/ef68o0
title: Baetas D.jpg

description: :unav
DOI: 10.12763/azrdrm/qjee03
title: Monthly_temperature_195705.tif
DOI: 10.12763/azrdrm/yk07e8
title: Monthly_temperature_195711.tif
DOI: 10.12763/azrdrm/gtovrk
title: Monthly_temperature_197106.tif
DOI: 10.12763/azrdrm/xmj6ru
title: Monthly_temperature_199103.tif
DOI: 10.12763/azrdrm/buqosu
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DOI: 10.12763/azrdrm/tht1az
title: Monthly_temperature_200407.tif
DOI: 10.12763/azrdrm/fytvgv
title: Monthly_temperature_201902.tif
DOI: 10.12763/azrdrm/azma4a
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DOI: 10.12763/azrdrm/mwrfbc
title: Monthly_temperature_199711.tif
DOI: 10.12763/azrdrm/k3kcqq
title: Monthly_temperature_199705.tif
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DOI: 10.12763/azrdrm/woyolz
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DOI: 10.12763/azrdrm/k6dajc
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DOI: 10.12763/azrdrm/6luukh
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DOI: 10.12763/azrdrm/0qlo0d
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DOI: 10.12763/azrdrm/bbmtr0
title: Monthly_temperature_200406.tif
DOI: 10.12763/azrdrm/yzamdx
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DOI: 10.12763/azrdrm/ohe0qr
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DOI: 10.12763/azrdrm/mho93m
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DOI: 10.12763/azrdrm/wpmtkj
title: Monthly_temperature_195710.tif
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title: Monthly_temperature_195704.tif
DOI: 10.12763/azrdrm/22xfp1
title: Monthly_temperature_195512.tif
DOI: 10.12763/azrdrm/yasapu
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DOI: 10.12763/azrdrm/b2jucu
title: Monthly_temperature_197311.tif
DOI: 10.12763/azrdrm/favu8r
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DOI: 10.12763/azrdrm/viagwd
title: Monthly_temperature_200002.tif
DOI: 10.12763/azrdrm/ugrwem
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title: Monthly_temperature_201311.tif
DOI: 10.12763/azrdrm/wmzawa
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DOI: 10.12763/azrdrm/ycomen
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DOI: 10.12763/azrdrm/98bm3n
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DOI: 10.12763/azrdrm/ax4mzo
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DOI: 10.12763/azrdrm/zqxka4
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