cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5519498
title: Fig 2 eYFP closed loop activation controls, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data for closed loop eYFP controls. Associated with Figure 2C,E.
DOI: 10.5281/zenodo.5519497
title: Fig 2 eYFP closed loop activation controls, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data for closed loop eYFP controls. Associated with Figure 2C,E.
DOI: 10.5281/zenodo.5519599
title: Fig 2 Swichr++ closed loop, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data for swichr++ closed loop experiments. Associated with Figure 2D.
DOI: 10.5281/zenodo.5519598
title: Fig 2 Swichr++ closed loop, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data for swichr++ closed loop experiments. Associated with Figure 2D.
DOI: 10.5281/zenodo.5523065
title: Fig 2 eYFP closed loop inactivation controls, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recordings for eYFP controls for Swichr++ control experiments. Associated with Figure 2D.
DOI: 10.5281/zenodo.5523064
title: Fig 2 eYFP closed loop inactivation controls, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recordings for eYFP controls for Swichr++ control experiments. Associated with Figure 2D.
DOI: 10.5281/zenodo.5519726
title: Fig 3 Swichr++ sustained inactivation, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data for Swichr++ mice, extended inhibition. Associated with Figure 3.
DOI: 10.5281/zenodo.5519725
title: Fig 3 Swichr++ sustained inactivation, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data for Swichr++ mice, extended inhibition. Associated with Figure 3.
DOI: 10.5281/zenodo.5519744
title: Fig 3 eYFP sustained inactivation controls, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data eYFP controls. Associated with Figure 3. for "Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla". Associated with Figure 3.
DOI: 10.5281/zenodo.5519743
title: Fig 3 eYFP sustained inactivation controls, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data eYFP controls. Associated with Figure 3. for "Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla". Associated with Figure 3.
DOI: 10.5281/zenodo.5519678
title: Fig S4 hM4D(Gi) chemogenetic inhibition, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data for hM4D(Gi) experiments. Associated with Figure S4.
DOI: 10.5281/zenodo.5519677
title: Fig S4 hM4D(Gi) chemogenetic inhibition, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data for hM4D(Gi) experiments. Associated with Figure S4.
DOI: 10.5281/zenodo.5522825
title: Fig S4 mCherry controls, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recordings for mCherry controls. Associated with Figure S4.
DOI: 10.5281/zenodo.5522824
title: Fig S4 mCherry controls, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recordings for mCherry controls. Associated with Figure S4.
DOI: 10.5281/zenodo.5528959
title: Fig 4 AAVrg open loop, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recordings for AAVrg open loop experiments. Associated with Figure 4.
DOI: 10.5281/zenodo.5528958
title: Fig 4 AAVrg open loop, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recordings for AAVrg open loop experiments. Associated with Figure 4.
DOI: 10.5281/zenodo.5519556
title: Fig S5 AAVrg-ChR2 closed loop, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data for AAVrg closed loop experiments. Associated with Figure S5.
DOI: 10.5281/zenodo.5519555
title: Fig S5 AAVrg-ChR2 closed loop, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data for AAVrg closed loop experiments. Associated with Figure S5.
DOI: 10.5281/zenodo.5519450
title: Fig 5 photometry, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Photometry recordings. Associated with Figure 5.
DOI: 10.5281/zenodo.5519449
title: Fig 5 photometry, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Photometry recordings. Associated with Figure 5.
DOI: 10.5281/zenodo.5518204
title: Fig 6 ChR2 50 s open loop, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data for ChR2 50 s open loop experiments. Associated with Figure 6.
DOI: 10.5281/zenodo.5518203
title: Fig 6 ChR2 50 s open loop, in Regulation of REM Sleep by Inhibitory Neurons in the Dorsomedial Medulla

description: Sleep recording data for ChR2 50 s open loop experiments. Associated with Figure 6.
DOI: 10.5281/zenodo.5594404
title: Within-lake variation in fish predation risk shapes the spatio-temporal structure of the zooplankton community

description: Scripts and datasets to reproduce figures and analyses of the article.
DOI: 10.5281/zenodo.5594403
title: Within-lake variation in fish predation risk shapes the spatio-temporal structure of the zooplankton community

description: Scripts and datasets to reproduce figures and analyses of the article.
DOI: 10.6084/m9.figshare.14832396.v1
title: BookChapter_ExcitedStatePropertyLearning_CaseStudy2

description: Data set and trained ML models for chapter 20 "Learning Excited State Properties" of "Quantum Chemistry in the Age of Machine Learning" edited by Pavlo Dral.
DOI: 10.6084/m9.figshare.16635463
title: RF Emissions Paper Fig 1 Data

description: This is the data used to create Figure 1 in my 2021 Paper. <br>
DOI: 10.6084/m9.figshare.16635463.v1
title: RF Emissions Paper Fig 1 Data

description: This is the data used to create Figure 1 in my 2021 Paper. <br>
DOI: 10.5281/zenodo.5639736
title: Cryptocurrency_History

description: Dataset about different cryptocurrency price since 2013
DOI: 10.5281/zenodo.5639735
title: Cryptocurrency_History

description: Dataset about different cryptocurrency price since 2013
DOI: 10.6084/m9.figshare.16920028
title: final_figures_all_vars_forest.xlsx

description: These data are from experiments conducted by Gaudin and Cimarelli (2019) and Stern et al. (2019). Links to data in its original form are listed as references.
DOI: 10.6084/m9.figshare.16920028.v1
title: final_figures_all_vars_forest.xlsx

description: These data are from experiments conducted by Gaudin and Cimarelli (2019) and Stern et al. (2019). Links to data in its original form are listed as references.
DOI: 10.5281/zenodo.5639699
title: STRetch reference data

description: STRetch reference data
description: {"references": ["Dashnow, Harriet, Monkol Lek, Belinda Phipson, Andreas Halman, Simon Sadedin, Andrew Lonsdale, Mark Davis, et al. 2018. \"STRetch: Detecting and Discovering Pathogenic Short Tandem Repeat Expansions.\" Genome Biology 19 (1): 121. https://doi.org/10.1186/s13059-018-1505-2"]}
DOI: 10.5281/zenodo.5639698
title: STRetch reference data

description: STRetch reference data
description: {"references": ["Dashnow, Harriet, Monkol Lek, Belinda Phipson, Andreas Halman, Simon Sadedin, Andrew Lonsdale, Mark Davis, et al. 2018. \"STRetch: Detecting and Discovering Pathogenic Short Tandem Repeat Expansions.\" Genome Biology 19 (1): 121. https://doi.org/10.1186/s13059-018-1505-2"]}
DOI: 10.6084/m9.figshare.16920220
title: Data from: Fire management alters the thermal landscape and provides multi-scale thermal options for a terrestrial turtle facing a changing climate

description: Data spreadsheets used in our paper including: (1) carapace ibuttons (ibuttons placed on turtle's carapaces during heat days) (2) vegetation ibuttons (ibuttons placed in different vegetation types) (3) telemetry relocations (information on turtles that we tracked using telemetry) (4) heat day turtle relocations (information on turtles that had ibuttons on their carapaces and that we tracked on heat days) (5) heat day and non-heat day (data on whether turtles were active/buried on heat and non-heat days)
DOI: 10.6084/m9.figshare.13335341.v1
title: Estimating the dimensionality of the manifold underlying multi-electrode neural recording

description: Data accompanying the manuscript entitled "Estimating the dimensionality of the manifold underlying multi-electrode neural recording"
DOI: 10.6073/pasta/8e1ceb1c02fbc8b0ba7a6b58229109f2
title: Interagency Ecological Program San Francisco Estuary Smelt Larva Survey 2009 – 2021

description: The Interagency Ecological Program San Francisco Estuary Smelt Larva Survey was initiated by the California Department of Fish and Wildlife (CDFW) in 2009 to monitor the distribution and abundance of newly-hatched Longfin Smelt (Spirinchus thaleichthys) in the San Francisco Estuary. Surveys are conducted bi-weekly and sampling begins early January and continues through March. The surveys sample at fixed locations, stations, from Carquinez Strait through Suisun Bay and into the Sacramento-San Joaquin River Delta. Napa River stations were added in 2014. Each survey consists of 44 stations. At each station, one 10 minute stepped-oblique (bottom to top) tow is made following a prescribed tow schedule. The net is a conical 505 microm mesh lashed to a D shaped frame mounted on skis. Larval fish samples are preserved in the field in 10% Formalin and brought back to the CDFW Stockton Lab for identification to species and enumeration under a microscope. Several types of data are collected at each station, in addition to the larval fish sample, including the volume of water sampled by the net, surface water temperature, surface and bottom specific conductance (EC normalized at 25 degreeC), Secchi disk depth, tow duration, tidal condition, and surface water turbidity.
DOI: 10.5281/zenodo.5639749
title: Base de datos - Mapeo sistemático del machismo e instrumentos que lo evalúan

description: Base de datos realizada con el fin de analizar distintos estudios que hablen sobre la variable "machismo" y los instrumentos que la evalúan
DOI: 10.5281/zenodo.5639748
title: Base de datos - Mapeo sistemático del machismo e instrumentos que lo evalúan

description: Base de datos realizada con el fin de analizar distintos estudios que hablen sobre la variable "machismo" y los instrumentos que la evalúan
DOI: 10.7931/q25h-p066
title: Survey data for NZ farmland biodiversity priorities
DOI: 10.14272/cvujpknbjuvyfk-uhfffaoysa-n.2
title: N,N-dimethyl-1-(5-tricyclo[8.2.2.24,7]hexadeca-1(13),4,6,10(14),11,15-hexaenyl)ethanamine
title: InChI=1S/C20H25N/c1-15(21(2)3)20-14-18-9-8-16-4-6-17(7-5-16)10-12-19(20)13-11-18/h4-7,11,13-15H,8-10,12H2,1-3H3

description: This dataset contains experimental data from a sample (N,N-dimethyl-1-(5-tricyclo[8.2.2.24,7]hexadeca-1(13),4,6,10(14),11,15-hexaenyl)ethanamine, InChI=1S/C20H25N/c1-15(21(2)3)20-14-18-9-8-16-4-6-17(7-5-16)10-12-19(20)13-11-18/h4-7,11,13-15H,8-10,12H2,1-3H3). The datasets from the following experiments are available: infrared absorption spectroscopy (IR) 13C nuclear magnetic resonance spectroscopy (13C NMR) 1H nuclear magnetic resonance spectroscopy (1H NMR) electron ionisation mass spectrometry (EI-MS)
DOI: 10.14272/cvujpknbjuvyfk-uhfffaoysa-n/chmo0000630
title: infrared absorption spectroscopy (IR) (N,N-dimethyl-1-(5-tricyclo[8.2.2.24,7]hexadeca-1(13),4,6,10(14),11,15-hexaenyl)ethanamine)
title: InChI=1S/C20H25N/c1-15(21(2)3)20-14-18-9-8-16-4-6-17(7-5-16)10-12-19(20)13-11-18/h4-7,11,13-15H,8-10,12H2,1-3H3

description: dataset for infrared absorption spectroscopy (IR) IR (ATR, ṽ) = 3030 (vw), 3004 (vw), 2963 (m), 2932 (vs), 2902 (m), 2867 (m), 2857 (m), 2826 (m), 2791 (w), 2778 (w), 2774 (w), 1662 (vw), 1588 (w), 1476 (w), 1458 (s), 1439 (s), 1409 (w), 1370 (w), 1360 (w), 1262 (m), 1207 (w), 1177 (m), 1160 (w), 1142 (w), 1112 (w), 1098 (w), 1060 (m), 1044 (s), 1006 (m), 962 (w), 943 (w), 935 (w), 905 (s), 861 (vs), 800 (vs), 751 (w), 730 (s), 717 (vs), 683 (w), 650 (s), 620 (m), 582 (m), 550 (m), 514 (vs), 489 (vs), 475 (w) cm–1.
DOI: 10.14272/cvujpknbjuvyfk-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) (N,N-dimethyl-1-(5-tricyclo[8.2.2.24,7]hexadeca-1(13),4,6,10(14),11,15-hexaenyl)ethanamine)
title: InChI=1S/C20H25N/c1-15(21(2)3)20-14-18-9-8-16-4-6-17(7-5-16)10-12-19(20)13-11-18/h4-7,11,13-15H,8-10,12H2,1-3H3

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR) 13C NMR (126 MHz, CDCl3, ppm) δ = 142.9 (Cq, CAr), 139.6 (Cq, CAr), 139.4 (Cq, CAr), 139.4 (Cq, CAr), 137.0 (Cq, CAr), 135.6 (+, CH, CAr), 132.9 (+, CH, CAr), 132.6 (+, CH, CAr), 132.3 (+, CH, CAr), 131.2 (+, CH, CAr), 130.6 (+, CH, CAr), 129.9 (+, CH, CAr), 61.5 (+, CH, CHCH3), 42.9 (+, 2C, CH3, NCH3), 35.4 (–, CH2), 35.4 (–, CH2), 35.0 (–, CH2), 33.6 (–, CH2), 15.8 (+, CH3, CHCH3).
DOI: 10.14272/cvujpknbjuvyfk-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) (N,N-dimethyl-1-(5-tricyclo[8.2.2.24,7]hexadeca-1(13),4,6,10(14),11,15-hexaenyl)ethanamine)
title: InChI=1S/C20H25N/c1-15(21(2)3)20-14-18-9-8-16-4-6-17(7-5-16)10-12-19(20)13-11-18/h4-7,11,13-15H,8-10,12H2,1-3H3

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR) 1H NMR (500 MHz, CDCl3, ppm) δ = 6.63–6.56 (m, 4H, HAr), 6.42 (dd, J = 7.7, 1.9 Hz, 1H, HAr), 6.35 (d, J = 1.1 Hz, 2H, HAr), 3.54 (qd, J = 6.8, 0.9 Hz, 1H, CHCH3), 3.37 (ddd, J = 13.2, 9.0, 3.9 Hz, 1H, HPc), 3.23–3.05 (m, 4H, HPc), 3.05–2.84 (m, 3H, HPc), 2.40 (s, 6H, NCH3), 1.16 (d, J = 6.9 Hz, 3H, CHCH3).
DOI: 10.14272/cvujpknbjuvyfk-uhfffaoysa-n/chmo0000480
title: electron ionisation mass spectrometry (EI-MS) (N,N-dimethyl-1-(5-tricyclo[8.2.2.24,7]hexadeca-1(13),4,6,10(14),11,15-hexaenyl)ethanamine)
title: InChI=1S/C20H25N/c1-15(21(2)3)20-14-18-9-8-16-4-6-17(7-5-16)10-12-19(20)13-11-18/h4-7,11,13-15H,8-10,12H2,1-3H3

description: dataset for electron ionisation mass spectrometry (EI-MS) MS (EI, 70 eV, 50 °C, %) m/z = 279 (100) [M]+, 234 (50) [M–C2H7N]+, 175 (87) [M–C8H8]+.HRMS (EI, [M]+, C20H25N) calcd. 279.1982; found: 279.1980.
DOI: 10.5517/ccdc.csd.cc2220fm
title: CCDC 1908559: Experimental Crystal Structure Determination

description: Related Article: J. Mayans, L. Sorace, M. Font-Bardia, A. Escuer|2019|Polyhedron|170|264|doi:10.1016/j.poly.2019.05.051
DOI: 10.5517/ccdc.csd.cc2220gn
title: CCDC 1908560: Experimental Crystal Structure Determination

description: Related Article: J. Mayans, L. Sorace, M. Font-Bardia, A. Escuer|2019|Polyhedron|170|264|doi:10.1016/j.poly.2019.05.051
DOI: 10.5517/ccdc.csd.cc25xmg6
title: CCDC 2023508: Experimental Crystal Structure Determination

description: Related Article: Manjula K. K, Bindu R. Nair|2022|J.Mol.Struct.|1247|131376|doi:10.1016/j.molstruc.2021.131376
DOI: 10.5517/ccdc.csd.cc289rp1
title: CCDC 2094753: Experimental Crystal Structure Determination

description: Related Article: Wolfram Feuerstein, Paul Varava, Farzaneh Fadaei-Tirani, Rosario Scopelliti, Kay Severin|2021|Chem.Commun.|57|11509|doi:10.1039/D1CC05161J
DOI: 10.5517/ccdc.csd.cc289rq2
title: CCDC 2094754: Experimental Crystal Structure Determination

description: Related Article: Wolfram Feuerstein, Paul Varava, Farzaneh Fadaei-Tirani, Rosario Scopelliti, Kay Severin|2021|Chem.Commun.|57|11509|doi:10.1039/D1CC05161J
DOI: 10.5517/ccdc.csd.cc2891c0
title: CCDC 2094061: Experimental Crystal Structure Determination

description: Related Article: Wolfram Feuerstein, Paul Varava, Farzaneh Fadaei-Tirani, Rosario Scopelliti, Kay Severin|2021|Chem.Commun.|57|11509|doi:10.1039/D1CC05161J
DOI: 10.5517/ccdc.csd.cc289gdg
title: CCDC 2094465: Experimental Crystal Structure Determination

description: Related Article: Wolfram Feuerstein, Paul Varava, Farzaneh Fadaei-Tirani, Rosario Scopelliti, Kay Severin|2021|Chem.Commun.|57|11509|doi:10.1039/D1CC05161J
DOI: 10.5517/ccdc.csd.cc289rr3
title: CCDC 2094755: Experimental Crystal Structure Determination

description: Related Article: Wolfram Feuerstein, Paul Varava, Farzaneh Fadaei-Tirani, Rosario Scopelliti, Kay Severin|2021|Chem.Commun.|57|11509|doi:10.1039/D1CC05161J
DOI: 10.5517/ccdc.csd.cc289t6m
title: CCDC 2094800: Experimental Crystal Structure Determination

description: Related Article: Iris R. Landman, Farzaneh Fadaei-Tirani, Kay Severin|2021|Chem.Commun.|57|11537|doi:10.1039/D1CC04907K
DOI: 10.5517/ccdc.csd.cc28bd78
title: CCDC 2095359: Experimental Crystal Structure Determination

description: Related Article: Seok June Lee|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc28bgqt
title: CCDC 2095436: Experimental Crystal Structure Determination

description: Related Article: Larissa A. Casper, Viktoria Ebel, Michael Linseis, Rainer F. Winter|2021|Dalton Trans.|50|15336|doi:10.1039/D1DT03009D
DOI: 10.5517/ccdc.csd.cc28bgsw
title: CCDC 2095438: Experimental Crystal Structure Determination

description: Related Article: Larissa A. Casper, Viktoria Ebel, Michael Linseis, Rainer F. Winter|2021|Dalton Trans.|50|15336|doi:10.1039/D1DT03009D
DOI: 10.5517/ccdc.csd.cc28bgtx
title: CCDC 2095439: Experimental Crystal Structure Determination

description: Related Article: Larissa A. Casper, Viktoria Ebel, Michael Linseis, Rainer F. Winter|2021|Dalton Trans.|50|15336|doi:10.1039/D1DT03009D
DOI: 10.5517/ccdc.csd.cc28bgvy
title: CCDC 2095440: Experimental Crystal Structure Determination

description: Related Article: Larissa A. Casper, Viktoria Ebel, Michael Linseis, Rainer F. Winter|2021|Dalton Trans.|50|15336|doi:10.1039/D1DT03009D
DOI: 10.5517/ccdc.csd.cc28bgx0
title: CCDC 2095442: Experimental Crystal Structure Determination

description: Related Article: Larissa A. Casper, Viktoria Ebel, Michael Linseis, Rainer F. Winter|2021|Dalton Trans.|50|15336|doi:10.1039/D1DT03009D
DOI: 10.5517/ccdc.csd.cc28bgz2
title: CCDC 2095444: Experimental Crystal Structure Determination

description: Related Article: Larissa A. Casper, Viktoria Ebel, Michael Linseis, Rainer F. Winter|2021|Dalton Trans.|50|15336|doi:10.1039/D1DT03009D
DOI: 10.5517/ccdc.csd.cc28bh04
title: CCDC 2095445: Experimental Crystal Structure Determination

description: Related Article: Larissa A. Casper, Viktoria Ebel, Michael Linseis, Rainer F. Winter|2021|Dalton Trans.|50|15336|doi:10.1039/D1DT03009D
DOI: 10.5517/ccdc.csd.cc28bh26
title: CCDC 2095447: Experimental Crystal Structure Determination

description: Related Article: Larissa A. Casper, Viktoria Ebel, Michael Linseis, Rainer F. Winter|2021|Dalton Trans.|50|15336|doi:10.1039/D1DT03009D
DOI: 10.5517/ccdc.csd.cc28btm2
title: CCDC 2095774: Experimental Crystal Structure Determination

description: Related Article: Gao-Peng Li, Huihui Zhu, Pengfei Hao, Junju Shen, Yunlong Fu|2021|Dalton Trans.|50|15153|doi:10.1039/D1DT02358F
DOI: 10.5517/ccdc.csd.cc28btn3
title: CCDC 2095775: Experimental Crystal Structure Determination

description: Related Article: Gao-Peng Li, Huihui Zhu, Pengfei Hao, Junju Shen, Yunlong Fu|2021|Dalton Trans.|50|15153|doi:10.1039/D1DT02358F
DOI: 10.18112/openneuro.ds003862.v1.0.0
title: BrainMorphometry_DiminishedGrowth_BEANstudy_2021
DOI: 10.6084/m9.figshare.14524338
title: Wright et al Quercus lobata leaf bud burst data

description: Data in support of a study of phenological variation in leaf bud burst within a replicated provenance trial of valley oak, <i>Quercus lobata. </i>Manuscript is published in a special issue of the journal Madrono focused on plant phenology. <br><br>Appendix S3. Maternal family (accessions) means used for Figure 2.Appendix S4. Maternal family (accessions) BLUPs used in other analyses. <br>Appendix S5. Complete data. All raw data used in the study.<br><br>Additional information about the analyses is in the manuscript.<br>
DOI: 10.6084/m9.figshare.14524338.v2
title: Wright et al Table S4.csv

description: Table S4. Maternal family (accessions) means used for Figure 2.Table S5. Maternal family (accessions) BLUPs used in other analyses. <br>Complete data. All raw data used in the study.<br>Additional information about the analyses is in the manuscript.<br>
DOI: 10.6084/m9.figshare.16920022
title: A cell-level quality control workflow for high-throughput image analysis

description: This is the companion web site for publication:Minhua Qiu, Bin Zhou, Frederick Lo, Steven Cook, Jason Chyba, Doug Quackenbush, Jason Matzen, Zhizhong Li, Puiying Annie Mak, Kaisheng Cheng, Yingyao Zhou, BMC Bioinformatics, volume 21, Article number: 280 (2020)<br>Download and unzip the file, open ImageQC_code/ImageQC_BMCBioinformatics/index.html to browse the self-contained web site.<br>You may test the code on features (Features.zip) exacted from those raw images saved in RawImage_*.zip.
DOI: 10.6084/m9.figshare.16918363
title: Effects of COVID-19 Restrictions on Air Pollution

description: Reductions in the movement of people and industrial production during COVID restrictions resulted in lower levels of particulate matter (PM) of all sizes, Nitrogen Dioxide (NO2), Sulphur Dioxide (SO2) and Carbon Monoxide (CO), pollutants that are associated with increased mortality. However, the window of observation of most studies ended in the late spring of 2020. Therefore, it is unclear whether lowering pollutant levels were sufficiently long to affect morbidity and mortality. In addition, studies indicated a return to pre-restriction levels shortly after restrictions were lifted.The impact of COVID-19 restrictions on the global levels of environmental pollutants is likely to be beneficial. Lower levels of pollution observed during restrictions provide estimates for attainable pollutants that can benefit health and wellbeing.<b>Appendices</b>Full Report - Effects of COVID-19 Restrictions on Air Pollution<b>Figures</b>Figure 1.<b> </b>Roy 2021.<b> </b>Changes in mean tropospheric NO<sub>2 </sub>density during the restriction period Figure 2. Faridi 2021.<b> </b>Changes in ambient air quality during the restriction period<b>Tables</b>Table 1.<b> </b>Systematic review characteristicsTable 2.<b> </b>Systematic reviews of the impact of pollutants on morbidity and mortality<br>
DOI: 10.6084/m9.figshare.16918363.v2
title: Effects of COVID-19 Restrictions on Air Pollution

description: Reductions in the movement of people and industrial production during COVID restrictions resulted in lower levels of particulate matter (PM) of all sizes, Nitrogen Dioxide (NO2), Sulphur Dioxide (SO2) and Carbon Monoxide (CO), pollutants that are associated with increased mortality. However, the window of observation of most studies ended in the late spring of 2020. Therefore, it is unclear whether lowering pollutant levels were sufficiently long to affect morbidity and mortality. In addition, studies indicated a return to pre-restriction levels shortly after restrictions were lifted.The impact of COVID-19 restrictions on the global levels of environmental pollutants is likely to be beneficial. Lower levels of pollution observed during restrictions provide estimates for attainable pollutants that can benefit health and wellbeing.<b>Appendices</b>Full Report - Effects of COVID-19 Restrictions on Air Pollution<b>Figures</b>Figure 1.<b> </b>Roy 2021.<b> </b>Changes in mean tropospheric NO<sub>2 </sub>density during the restriction period Figure 2. Faridi 2021.<b> </b>Changes in ambient air quality during the restriction period<b>Tables</b>Table 1.<b> </b>Systematic review characteristicsTable 2.<b> </b>Systematic reviews of the impact of pollutants on morbidity and mortality<br>