cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5085145
title: PSYCHE-D: predicting change in depression severity using person-generated health data (DATASET)

description: This dataset is made available under Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0). See LICENSE.pdf for details. <strong>Dataset description</strong> Parquet file, with: 35694 rows 154 columns The file is indexed on [<em>participant</em>]_[<em>month</em>], such that 34_12 means month 12 from participant 34. All participant IDs have been replaced with randomly generated integers and the conversion table deleted. Column names and explanations are included as a separate tab-delimited file. Detailed descriptions of feature engineering are available from the linked publications. File contains aggregated, derived feature matrix describing person-generated health data (PGHD) captured as part of the DiSCover Project (https://clinicaltrials.gov/ct2/show/NCT03421223). This matrix focuses on individual changes in depression status over time, as measured by PHQ-9. The DiSCover Project is a 1-year long longitudinal study consisting of 10,036 individuals in the United States, who wore consumer-grade wearable devices throughout the study and completed monthly surveys about their mental health and/or lifestyle changes, between January 2018 and January 2020. The data subset used in this work comprises the following: Wearable PGHD: step and sleep data from the participants’ consumer-grade wearable devices (Fitbit) worn throughout the study Screener survey: prior to the study, participants self-reported socio-demographic information, as well as comorbidities Lifestyle and medication changes (LMC) survey: every month, participants were requested to complete a brief survey reporting changes in their lifestyle and medication over the past month Patient Health Questionnaire (PHQ-9) score: every 3 months, participants were requested to complete the PHQ-9, a 9-item questionnaire that has proven to be reliable and valid to measure depression severity From these input sources we define a range of input features, both static (defined once, remain constant for all samples from a given participant throughout the study, e.g. demographic features) and dynamic (varying with time for a given participant, e.g. behavioral features derived from consumer-grade wearables). The dataset contains a total of 35,694 rows for each month of data collection from the participants. We can generate 3-month long, non-overlapping, independent samples to capture changes in depression status over time with PGHD. We use the notation ‘SM0’ (sample month 0), ‘SM1’, ‘SM2’ and ‘SM3’ to refer to relative time points within each sample. Each 3-month sample consists of: PHQ-9 survey responses at SM0 and SM3, one set of screener survey responses, LMC survey responses at SM3 (as well as SM1, SM2, if available), and wearable PGHD for SM3 (and SM1, SM2, if available). The wearable PGHD includes data collected from 8 to 14 days prior to the PHQ-9 label generation date at SM3. Doing this generates a total of 10,866 samples from 4,036 unique participants.
DOI: 10.5517/ccdc.csd.cc26skcy
title: CCDC 2049390: Experimental Crystal Structure Determination

description: Related Article: Dongxu Gu, Weiting Yang, Huiping Chen, Yonghang Yang, Xudong Qin, Lu Chen, Song Wang, Qinhe Pan|2021|Inorg.Chem.Front.|8|3514|doi:10.1039/D1QI00580D
DOI: 10.5517/ccdc.csd.cc26zppl
title: CCDC 2055290: Experimental Crystal Structure Determination

description: Related Article: Dongying Fu, Shichao Wu, Yanyun Liu, Yunpeng Yao, Yueyue He, Xian-Ming Zhang|2021|Inorg.Chem.Front.|8|3576|doi:10.1039/D1QI00219H
DOI: 10.5517/ccdc.csd.cc272q68
title: CCDC 2058189: Experimental Crystal Structure Determination

description: Related Article: Herong Chen, Zhijun Zhou, Wangqing Kong|2021|Chemical Science|12|9372|doi:10.1039/D1SC02625A
DOI: 10.5517/ccdc.csd.cc272yz8
title: CCDC 2058430: Experimental Crystal Structure Determination

description: Related Article: Yang Liu, Xin Xiao, You Ran, Zhengyang Bin, Jingsong You|2021|Chemical Science|12|9408|doi:10.1039/D1SC02042K
DOI: 10.5517/ccdc.csd.cc272z4g
title: CCDC 2058435: Experimental Crystal Structure Determination

description: Related Article: Yan Chen, Chunli Hu, Zhi Fang, Jianggao Mao|2021|Inorg.Chem.Front.|8|3547|doi:10.1039/D1QI00595B
DOI: 10.5517/ccdc.csd.cc272z5h
title: CCDC 2058436: Experimental Crystal Structure Determination

description: Related Article: Yan Chen, Chunli Hu, Zhi Fang, Jianggao Mao|2021|Inorg.Chem.Front.|8|3547|doi:10.1039/D1QI00595B
DOI: 10.5517/ccdc.csd.cc25shyf
title: CCDC 2019555: Experimental Crystal Structure Determination

description: Related Article: Yuxiang Zhao, Yanren Zhu, Guolan Ma, Qi Wei, Shaoxiong Yang, Xiaoyu Zeng, Hongbin Zhang, Jingbo Chen|2021|Chemical Science|12|9452|doi:10.1039/D1SC03147C
DOI: 10.5517/ccdc.csd.cc275yft
title: CCDC 2061296: Experimental Crystal Structure Determination

description: Related Article: Franziska K. Merkt, Flaminia Mazzone, Shabnam Shaneh Sazzadeh, Lorand Bonda, Larissa K. E. Hinz, Irina Gruber, Karin Buchholz, Christoph Janiak, Klaus Pfeffer, Thomas J. J. Müller|2021|Chem.-Eur.J.|27|9774|doi:10.1002/chem.202101391
DOI: 10.5517/ccdc.csd.cc275ygv
title: CCDC 2061297: Experimental Crystal Structure Determination

description: Related Article: Franziska K. Merkt, Flaminia Mazzone, Shabnam Shaneh Sazzadeh, Lorand Bonda, Larissa K. E. Hinz, Irina Gruber, Karin Buchholz, Christoph Janiak, Klaus Pfeffer, Thomas J. J. Müller|2021|Chem.-Eur.J.|27|9774|doi:10.1002/chem.202101391
DOI: 10.5517/ccdc.csd.cc276dsn
title: CCDC 2061741: Experimental Crystal Structure Determination

description: Related Article: Shunichiro Ito, Misao Yaegashi, Kazuo Tanaka, Yoshiki Chujo|2021|Chem.-Eur.J.|27|9302|doi:10.1002/chem.202101107
DOI: 10.5517/ccdc.csd.cc276t3d
title: CCDC 2062123: Experimental Crystal Structure Determination

description: Related Article: Shunichiro Ito, Misao Yaegashi, Kazuo Tanaka, Yoshiki Chujo|2021|Chem.-Eur.J.|27|9302|doi:10.1002/chem.202101107
DOI: 10.5517/ccdc.csd.cc276t4f
title: CCDC 2062124: Experimental Crystal Structure Determination

description: Related Article: Shunichiro Ito, Misao Yaegashi, Kazuo Tanaka, Yoshiki Chujo|2021|Chem.-Eur.J.|27|9302|doi:10.1002/chem.202101107
DOI: 10.5517/ccdc.csd.cc277d30
title: CCDC 2062681: Experimental Crystal Structure Determination

description: Related Article: Cheng Wang, Tian Du, Yunfeng Deng, Jiarong Yao, Riqing Li, Xuxia Zhao, Yu Jiang, Haipeng Wei, Yanfeng Dang, Rongjin Li, Yanhou Geng|2021|Chemical Science|12|9366|doi:10.1039/D1SC01685G
DOI: 10.5517/ccdc.csd.cc277m15
title: CCDC 2062896: Experimental Crystal Structure Determination

description: Related Article: Jaime Alberto Rosas-Ortiz, J. Roberto Pioquinto-Mendoza, Lucero González-Sebastián, Simon Hernandez-Ortega, Marcos Flores-Alamo, David Morales-Morales|2021|Eur.J.Inorg.Chem.|2021|2452|doi:10.1002/ejic.202100146
DOI: 10.5517/ccdc.csd.cc277ncj
title: CCDC 2062937: Experimental Crystal Structure Determination

description: Related Article: Jaime Alberto Rosas-Ortiz, J. Roberto Pioquinto-Mendoza, Lucero González-Sebastián, Simon Hernandez-Ortega, Marcos Flores-Alamo, David Morales-Morales|2021|Eur.J.Inorg.Chem.|2021|2452|doi:10.1002/ejic.202100146
DOI: 10.5281/zenodo.5102738
title: Location of ground stations, targets and spacecraft for Spire Global case study

description: Datasets for case study in article:<br> "Data sink selection using consensus leadership: improving target connectivity for a spacecraft constellation"
DOI: 10.5281/zenodo.4769990
title: Location of ground stations, targets and spacecraft for Spire Global case study

description: Datasets for case study in article:<br> "Data sink selection using consensus leadership: improving target connectivity for a spacecraft constellation"
DOI: 10.7284/142581
title: Expendable Probe data collected during research cruise LMG1312 using a Sippican MK21 instrument system onboard the platform RV Laurence M. Gould

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142582
title: Expendable Probe data collected during research cruise LMG1312 using a Sippican MK21 instrument system onboard the platform RV Laurence M. Gould

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142572
title: Fluorometer data collected during research cruise LMG1312 using a WET Labs ECO-FL instrument system onboard the platform RV Laurence M. Gould

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142583
title: GNSS (Global Navigation Satellite System) data collected during research cruise LMG1312 using a Garmin 19x instrument system onboard the platform RV Laurence M. Gould

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142584
title: Gyrocompass data collected during research cruise LMG1312 using a SGB Meridian instrument system onboard the platform RV Laurence M. Gould

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/142585
title: INS (Inertial Navigation System) data collected during research cruise LMG1312 using a Kongsberg Seapath 330+ instrument system onboard the platform RV Laurence M. Gould

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/126173
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise SP1701 using a Hawaii UHDAS instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/126182
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise SP1702 using a Hawaii UHDAS instrument system onboard the platform RV Robert Gordon Sproul

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143007
title: INS (Inertial Navigation System) data collected during research cruise TN350 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143008
title: INS (Inertial Navigation System) data collected during research cruise TN350 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143010
title: INS (Inertial Navigation System) data collected during research cruise TN352 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143011
title: INS (Inertial Navigation System) data collected during research cruise TN352 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143013
title: INS (Inertial Navigation System) data collected during research cruise TN354 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143014
title: INS (Inertial Navigation System) data collected during research cruise TN354 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143019
title: INS (Inertial Navigation System) data collected during research cruise TN358 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143020
title: INS (Inertial Navigation System) data collected during research cruise TN358 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143130
title: Wave Radar data collected during research cruise TN358 using a OceanWaveS WaMoS instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143022
title: INS (Inertial Navigation System) data collected during research cruise TN359 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143023
title: INS (Inertial Navigation System) data collected during research cruise TN359 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143131
title: Wave Radar data collected during research cruise TN359 using a OceanWaveS WaMoS instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143025
title: INS (Inertial Navigation System) data collected during research cruise TN360 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143026
title: INS (Inertial Navigation System) data collected during research cruise TN360 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143132
title: Wave Radar data collected during research cruise TN360 using a OceanWaveS WaMoS instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143028
title: INS (Inertial Navigation System) data collected during research cruise TN361 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143029
title: INS (Inertial Navigation System) data collected during research cruise TN361 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143133
title: Wave Radar data collected during research cruise TN361 using a OceanWaveS WaMoS instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143034
title: INS (Inertial Navigation System) data collected during research cruise TN363 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143035
title: INS (Inertial Navigation System) data collected during research cruise TN363 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143135
title: Wave Radar data collected during research cruise TN363 using a OceanWaveS WaMoS instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143037
title: INS (Inertial Navigation System) data collected during research cruise TN364 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6073/pasta/2de760e8b72e474c31e42526f5360f9a
title: Time series of phytoplankton biovolume at the depth of the vertical chlorophyll maximum in Falling Creek Reservoir, Vinton, VA, USA 2016-2019

description: Phytoplankton community structure and biovolume were measured in Falling Creek Reservoir, Vinton, VA, USA during four summers from 2016-2019. Falling Creek Reservoir is a drinking water supply reservoir owned and operated by the Western Virginia Water Authority. Phytoplankton depth samples were collected weekly at the deepest site in the reservoir from May-September each year and periodically (ranging from weekly to monthly) at other times of year. The depth of the samples was chosen to match the depth of the chlorophyll maximum, which was determined on each sampling day by a submersible fluorescence-based profiler. During the entire monitoring period, these depths ranged from 0.1-7 m, with a median of 3.8 m. The maximum depth of Falling Creek Reservoir is 9.3 m. Samples were collected in 250 mL amber high-density polyethylene bottles and immediately preserved by adding approximately 1% Lugol's iodine by volume to each sample. Sub-samples were filtered and preserved on permanent slides before counting using a compound light microscope. Phytoplankton greater than 5 um along the greatest axial linear dimension were identified to genus at 400x magnification.
DOI: 10.7284/143038
title: INS (Inertial Navigation System) data collected during research cruise TN364 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143136
title: Wave Radar data collected during research cruise TN364 using a OceanWaveS WaMoS instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143042
title: INS (Inertial Navigation System) data collected during research cruise TN365 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143043
title: INS (Inertial Navigation System) data collected during research cruise TN365 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143137
title: Wave Radar data collected during research cruise TN365 using a OceanWaveS WaMoS instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143047
title: INS (Inertial Navigation System) data collected during research cruise TN366 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143048
title: INS (Inertial Navigation System) data collected during research cruise TN366 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143138
title: Wave Radar data collected during research cruise TN366 using a OceanWaveS WaMoS instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143052
title: INS (Inertial Navigation System) data collected during research cruise TN367 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143053
title: INS (Inertial Navigation System) data collected during research cruise TN367 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143057
title: Transmissometer data collected during research cruise TN367 using a WET Labs C-Star instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143139
title: Wave Radar data collected during research cruise TN367 using a OceanWaveS WaMoS instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143058
title: INS (Inertial Navigation System) data collected during research cruise TN368 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143059
title: INS (Inertial Navigation System) data collected during research cruise TN368 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143063
title: Transmissometer data collected during research cruise TN368 using a WET Labs C-Star instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143140
title: Wave Radar data collected during research cruise TN368 using a OceanWaveS WaMoS instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143064
title: INS (Inertial Navigation System) data collected during research cruise TN369 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143065
title: INS (Inertial Navigation System) data collected during research cruise TN369 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143069
title: Transmissometer data collected during research cruise TN369 using a WET Labs C-Star instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143141
title: Wave Radar data collected during research cruise TN369 using a OceanWaveS WaMoS instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143070
title: INS (Inertial Navigation System) data collected during research cruise TN370 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143071
title: INS (Inertial Navigation System) data collected during research cruise TN370 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143142
title: Wave Radar data collected during research cruise TN370 using a OceanWaveS WaMoS instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.48366/r137164
title: Integrated spectroscopic studies of Earth rocks: Implications for Planetary analogs

description: This comparison shows the various methods used to characterize rocks on Earth by utilizing spectroscopic methods in different spectral ranges. This type of characterization helps understand extraterrestrial surfaces and builds the background and necessary base for future planetary exploration.
DOI: 10.7284/143072
title: INS (Inertial Navigation System) data collected during research cruise TN371 using a Applanix POS/MV-320 V5 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/143073
title: INS (Inertial Navigation System) data collected during research cruise TN371 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Thomas G. Thompson

description: Original (unprocessed) data collected during a Field_expedition