cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24939765
title: Building occupant activity sensing dataset based on WIFI CSI（WiSA）

description: In this experiment, WiFi signal collection was conducted in a standard bedroom (3.8m x 2.4m) and living room (3.2m x 4.4m).Two Ubuntu 14.04 computers with Intel 5300 network cards and 3 external antennas were used, modified for Channel State Information (CSI) capture.One computer functioned as a transmitter with a single antenna, and the other as a receiver with all antennas active. A 3×1 antenna setup was employed.The 802.11n CSI tool captured 30 subcarriers per antenna link at a 20MHz bandwidth in the 5GHz band, with a transmission frequency of 1000Hz.Devices were positioned at 1.3 meters height and spaced 2.2 meters and 3.2 meters apart, depending on room layout. All systems operated as per predefined parameters15 volunteers (9 females and 6 males, aged between 23 and 26) were recruited for the experiment. 9 distinct activities were selected: lying down, reading, writing, walking, cleaning, arm training, squats, running, and jumping. These 9 activities were further categorized into 3 intensity levels: light, moderate, and intensity.Each volunteer chose from the nine activities based on their usual living space habits and performed them in both the living room and bedroom. Each experimental session lasted 20 minutes, during which volunteers engaged in their chosen activities undisturbed.The above is the description of the data source, please refer to the readme.txt for detailed file description.
DOI: 10.6084/m9.figshare.29189903
title: Etkinlik geri bildirimi (Yanıtlar).xlsx

description: Journalist' idea about AI
DOI: 10.15468/dl.nv93mn
title: Occurrence Download

description: A dataset containing 1566953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cetacea",
 "Year 2011-2025"
 ]
}

 The dataset includes 1566953 records from 1075 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033294-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/sikpha
title: Replication Data for: Towards Distributional Ecosystem Accounts

description: This document contains code to replicate the results in "Towards Distributional Ecosystem Accounts" by Rufus Panelius.
DOI: 10.5281/zenodo.17610130
title: A Single-Cell Atlas of Early Human Hypothalamus Development
DOI: 10.5281/zenodo.17610131
title: A Single-Cell Atlas of Early Human Hypothalamus Development
DOI: 10.34740/kaggle/dsv/13733013
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.paka7b
title: Occurrence Download

description: A dataset containing 301465131 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 PRINTF('%04d-%02d', "year", "month") yearmonth,
 GBIF_EQDGCODE(0, decimallatitude, decimallongitude, 0.0) eqdcellcode,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, GBIF_EQDGCODE(0, decimallatitude, decimallongitude, 0.0), PRINTF('%04d-%02d', "year", "month"))) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, GBIF_EQDGCODE(0, decimallatitude, decimallongitude, 0.0), PRINTF('%04d-%02d', "year", "month"))) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, GBIF_EQDGCODE(0, decimallatitude, decimallongitude, 0.0), PRINTF('%04d-%02d', "year", "month"))) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, GBIF_EQDGCODE(0, decimallatitude, decimallongitude, 0.0), PRINTF('%04d-%02d', "year", "month"))) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, GBIF_EQDGCODE(0, decimallatitude, decimallongitude, 0.0), PRINTF('%04d-%02d', "year", "month"))) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, GBIF_EQDGCODE(0, decimallatitude, decimallongitude, 0.0), PRINTF('%04d-%02d', "year", "month"))) genuscount,
 COUNT(DISTINCT recordedby) distinctobservers,
 COUNT(*) occurrences
FROM
 occurrence
WHERE
 occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence."month" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 PRINTF('%04d-%02d', occurrence."year", occurrence."month"),
 GBIF_EQDGCODE(0, occurrence.decimallatitude, occurrence.decimallongitude, 0.0)

 The dataset's 301465131 records were derived from 53294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032952-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25326/emhh-4p58
title: water + None - Other - 2017-04-10

description: Publication of the dataset
DOI: 10.25326/cnqn-p661
title: diesel Emissions+propene+NOx + OH - Other - 2009-08-26

description: Publication of the dataset
DOI: 10.25326/cdce-k178
title: methyl acrylate + O3 -  - 2008-04-21

description: Publication of the dataset
DOI: 10.25326/ga7n-8a72
title: Diesel Emissions+propene+NOx + OH - Other - 2008-03-10

description: Publication of the dataset
DOI: 10.25326/ngyb-q476
title: Diesel Emissions+propene+NOx + OH - Other - 2009-10-05

description: Publication of the dataset
DOI: 10.25326/fdk5-2366
title: Diesel Emissions+Propen+NOx + OH - Other - 2008-11-05

description: Publication of the dataset
DOI: 10.25326/xfaq-7121
title: + None - Other - 2017-01-11

description: Publication of the dataset
DOI: 10.25326/tfe1-bg56
title: Diesel Emissions+Propene+NOx + OH - Other - 2008-11-21

description: Publication of the dataset
DOI: 10.25326/x3c1-yn89
title: + None - Other - 2017-04-04

description: Publication of the dataset
DOI: 10.25326/17n6-a538
title: water + None - Other - 2017-04-12

description: Publication of the dataset
DOI: 10.25326/6ztc-wq62
title: myrcene + NO2 - Other - 2010-05-18

description: Publication of the dataset
DOI: 10.25326/y53y-bb27
title: diesel Emissions+propene+NOx + OH - Other - 2009-08-21

description: Publication of the dataset
DOI: 10.25326/6he3-cn47
title: isoprene + NO2 - Other - 2010-06-07

description: Publication of the dataset
DOI: 10.25326/epp5-hj30
title: pyridine + OH - Gas-phase oxidation - kinetic study - 2011-02-03

description: Publication of the dataset
DOI: 10.15468/dl.hapk8y
title: Occurrence Download

description: A dataset containing 786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bunium bulbocastanum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 786 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007763-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yty8jv
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnoscopelus braueri",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 10",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 113 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007765-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xkc3w
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nesotrochis debooyi"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007764-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pet429
title: Occurrence Download

description: A dataset containing 464 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((117.536 6.158136, 117.465333 6.152565, 117.39641 6.13599, 117.330932 6.108819, 117.270514 6.071724, 117.216647 6.025619, 117.170656 5.971642, 117.133673 5.911124, 117.106608 5.845557, 117.090123 5.776557, 117.084621 5.705823, 117.090232 5.635098, 117.106816 5.566122, 117.133959 5.500593, 117.170992 5.440124, 117.217 5.3862, 117.27085 5.340149, 117.331218 5.303102, 117.396617 5.27597, 117.465442 5.259419, 117.536 5.253857, 117.606558 5.259419, 117.675383 5.27597, 117.740782 5.303102, 117.80115 5.340149, 117.855 5.3862, 117.901008 5.440124, 117.938041 5.500593, 117.965184 5.566122, 117.981768 5.635098, 117.987379 5.705823, 117.981877 5.776557, 117.965392 5.845557, 117.938327 5.911124, 117.901344 5.971642, 117.855353 6.025619, 117.801486 6.071724, 117.741068 6.108819, 117.67559 6.13599, 117.606667 6.152565, 117.536 6.158136))"},{"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 464 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007770-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7szkp
title: Occurrence Download

description: A dataset containing 1091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((90.52279 41.46798,137.06639 41.46798,137.06639 60.07745,90.52279 60.07745,90.52279 41.46798))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Strauchbufo raddei"
 ]
}

 The dataset includes 1091 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007767-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnu2ud
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((89.025375 23.940898, 88.948543 23.935322, 88.87362299999999 23.918729, 88.802476 23.891535, 88.736867 23.854414, 88.678422 23.808288, 88.628581 23.754301, 88.58856900000001 23.693793, 88.55936199999999 23.628259, 88.54166499999999 23.559321, 88.53589700000001 23.488679, 88.54218 23.418074, 88.56034200000001 23.349244, 88.589918 23.283878, 88.630166 23.22358, 88.680089 23.169827, 88.73845300000001 23.123934, 88.80382400000001 23.087024, 88.87460299999999 23.059996, 88.94905900000001 23.043511, 89.025375 23.037971, 89.101691 23.043511, 89.176147 23.059996, 89.246926 23.087024, 89.312297 23.123934, 89.370661 23.169827, 89.42058400000001 23.22358, 89.460832 23.283878, 89.490408 23.349244, 89.50857000000001 23.418074, 89.514853 23.488679, 89.509085 23.559321, 89.491388 23.628259, 89.462181 23.693793, 89.422169 23.754301, 89.372328 23.808288, 89.313883 23.854414, 89.24827399999999 23.891535, 89.177127 23.918729, 89.10220700000001 23.935322, 89.025375 23.940898))"},{"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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007769-260120142942310/datasets/export for details.
DOI: 10.25549/usctheses-ouc11399nbq3
title: Mutated Dyn2 Hinders P38 Phosphorylation by Blocking Endocytosis
DOI: 10.25549/usctheses-ouc11399nbq2
title: Profiling Lectin Reactivity in Anolis carolinensis Lizard Tail Blastemas
DOI: 10.15468/dl.798tyc
title: Occurrence Download

description: A dataset containing 1423962 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-106.95501 24.67215,-97.81256 22.40886,-97.90617 25.84191,-99.50522 27.08291,-100.59649 29.13724,-101.64248 29.82146,-103.12839 29.03667,-106.95501 29.35467,-106.95501 24.67215))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 1423962 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007738-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc11399nbq1
title: Harnessing Shared 3D Data in Connected Vehicular Systems
DOI: 10.5281/zenodo.18351360
title: SuperDARN data in netCDF format (2003-Jul)

description: 2003-Jul SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6729679
title: SuperDARN data in netCDF format (2003-Jul)

description: 2003-Jul SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.15468/dl.s9mbdf
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Titidius"
 ]
}

 The dataset includes 284 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007771-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qj32nq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnoscopelus fraseri",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 10",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007772-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2a9gn
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cachrys cristata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 106 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007773-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18338017
title: DFT Geometry Optimizations of Phosphorylated Amino Acid Analogs (Ethylphosphate (ep)) with Different Counterions in Water

description: Phosphorylated amino acid analogs cut off at the C alpha, solved in CHARMM TIP3p and either methylammonium, sodium, or guanidinium, were simulated in CHARMM using the CHARMM36m force field. The phosphate groups bear the charges 0, -1, and -2. From these simulations, 50 conformations were picked using clustering. From each of the 50 conformations, smaller water boxes were sliced which were then used in the geometry optimizaions. The water was restrained during the optimization to preserve force field compatibility. Optmizations were run in cp2k using TZV2P-MOLOPT-PBE-GTH, PBE, and DFTD3.
DOI: 10.5281/zenodo.18338018
title: DFT Geometry Optimizations of Phosphorylated Amino Acid Analogs (Ethylphosphate (ep)) with Different Counterions in Water

description: Phosphorylated amino acid analogs cut off at the C alpha, solved in CHARMM TIP3p and either methylammonium, sodium, or guanidinium, were simulated in CHARMM using the CHARMM36m force field. The phosphate groups bear the charges 0, -1, and -2. From these simulations, 50 conformations were picked using clustering. From each of the 50 conformations, smaller water boxes were sliced which were then used in the geometry optimizaions. The water was restrained during the optimization to preserve force field compatibility. Optmizations were run in cp2k using TZV2P-MOLOPT-PBE-GTH, PBE, and DFTD3.
DOI: 10.5281/zenodo.15809380
title: Obscuration of Crystalline Ca-Sulfate in XRD And Raman Data when Coated by Amorphous Ferric Sulfate: Implications for the Amorphous Components at Gale Crater

description: Raman Data: There are 5 data files in txt format that contain several Raman spectra of the samples studied in the associated journal article. These five file names are listed below.

·       AFS Raman.txt: Raman spectra of the pure amorphous ferric sulfate (AFS).

·       Gypsum Raman.txt: Raman spectra of 25-63 µm gypsum.

·       Mikasaite Raman.txt: Raman spectra of Mikasaite

·       Coated Gyp-AFS Raman.txt: 50-50 wt% mixture of AFS and gypsum, with the AFS coating the gypsum.

·       Uncoated Gyp-Raman.txt: 50-50 wt% mixture of AFS and gypsum, with the AFS and gypsum in separate discrete grains.

File Structure: Each txt file for each sample contains 5 spectra. Below is a guide to each column in the files

·       Column 1: Raman Shift (1/cm)

·       Column 2: Raw uncorrected spectra

·       Column 3: Baseline

·       Column 4: Baseline-Corrected spectra

·       Column 5: Normalized Baseline-Corrected spectra, with offset shown in Figure 1.

 

XRD Data: The raw diffraction data of both the coated and uncoated Gyp-AFS mixtures from both XRD instruments are available. The file names are listed below, with descriptions

·       50-50_gyp-AFS_Coated_DS_XRD.txt

·       50-50_gyp-AFS_Uncoated_DS_XRD.txt

·       Gyp-AFS-Coated_BB_XRD.ras

·       Gyp-AFS-Uncoated_BB_XRD.ras

The two files ending with ‘.txt’ with ‘DS’ in the file name contain diffraction data taken with the Olympus BTX XRD instrument. The two files ending with ‘.ras’ with ‘BB’ in the file name contain diffraction data taken with the Rigaku Miniflex XRD. 

SEM/EDS Data: There are 13 SEM images available in high-resolution of both the uncoated and coated Gyp-AFS samples. The file name states that whether the sample is coated or uncoated. The scale bar and scan information is at the bottom of each SEM images. Additionally, a word document 'Gyp-AFS SEM-EDS Full.docx' holds all of the full EDS analyses of each image, with spot spectra and line scans.