cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12999101
title: Small scale environmental variation modulates plant defence syndromes of understorey plants in deciduous forests of Europe

description: quantitative data on understorey plant traits that allocate to the overall physical and chemical resistance and tolerance to herbivores. Environmental data.
DOI: 10.6084/m9.figshare.13071917
title: Supplementary Material for: Optimizing the Decellularized Porcine Liver Scaffold Protocol

description: There are few existing methods for shortening the decellularization period for a human-sized whole-liver scaffold. Here, we describe a protocol that enables effective decellularization of the liver obtained from pigs weigh 120 ± 4.2 kg within 72 h. Porcine livers (approx. 1.5 kg) were decellularized for 3 days using a combination of chemical and enzymatic decellularization agents. After trypsin, sodium deoxycholate, and Triton X-100 perfusion, the porcine livers were completely translucent. Our protocol was efficient to promote cell removal, the preservation of extracellular matrix (ECM) components, and vascular tree integrity. In conclusion, our protocol is efficient to promote human-sized whole-liver scaffold decellularization and thus useful to generate bioengineered livers to overcome the shortage of organs.
DOI: 10.5281/zenodo.4072879
title: Dust source activation frequency dataset

description: The data set contains information on the frequency of dust emission events, named dust source activation (DSA), on a regular longitude-latitude grid of 1°x1° resolution. The frequency is defined as number of observed DSA during the period March 2006 to February 2010. Dust source activation events are inferred from 15-minute MSG SEVIRI IR dust index images as described in Schepanski et al. (2007, 2009) by back-tracing dust plumes to their place of origin. As discussed in Schepanski et al. (2007, 2009, 2012), the DSA data provides information on the location of dust sources and their relevance.
description: Schepanski, K., I. Tegen, B. Laurent, B. Heinold, and A. Macke (2007), A new Saharan dust source activation frequency map derived from MSG-SEVIRI IR-channels, Geophys. Res. Lett., 34, L18803, doi:10.1029/2007GL030168. Schepanski, K., I. Tegen, M. C. Todd, B. Heinold, G. Bönisch, B. Laurent, and A. Macke (2009), Meteorological processes forcing Saharan dust emission inferred from MSG-SEVIRI observations of subdaily dust source activation and numerical models, J. Geophys. Res., 114, D10201, doi:10.1029/2008JD010325. Schepanski, K., I. Tegen, and A. Macke (2012) Comparison of satellite based observations of Saharan dust source areas, Rem. Sens. Environm., 123, 90-97, doi:10.1016/j.rse.2012.03.019.
description: {"references": ["Schepanski, K., I. Tegen, B. Laurent, B. Heinold, and A. Macke (2007), A new Saharan dust source activation frequency map derived from MSG-SEVIRI IR-channels, Geophys. Res. Lett., 34, L18803, doi:10.1029/2007GL030168.", "Schepanski, K., I. Tegen, M. C. Todd, B. Heinold, G. B\u00f6nisch, B. Laurent, and A. Macke (2009), Meteorological processes forcing Saharan dust emission inferred from MSG-SEVIRI observations of subdaily dust source activation and numerical models, J. Geophys. Res., 114, D10201, doi:10.1029/2008JD010325.", "Schepanski, K., I. Tegen, and A. Macke (2012) Comparison of satellite based observations of Saharan dust source areas, Rem. Sens. Environm., 123, 90-97, doi:10.1016/j.rse.2012.03.019."]}
DOI: 10.34740/kaggle/dsv/1546931
title: Grid Loss Prediction Dataset
DOI: 10.5281/zenodo.4072878
title: Dust source activation frequency dataset

description: The data set contains information on the frequency of dust emission events, named dust source activation (DSA), on a regular longitude-latitude grid of 1°x1° resolution. The frequency is defined as number of observed DSA during the period March 2006 to February 2010. Dust source activation events are inferred from 15-minute MSG SEVIRI IR dust index images as described in Schepanski et al. (2007, 2009) by back-tracing dust plumes to their place of origin. As discussed in Schepanski et al. (2007, 2009, 2012), the DSA data provides information on the location of dust sources and their relevance.
description: Schepanski, K., I. Tegen, B. Laurent, B. Heinold, and A. Macke (2007), A new Saharan dust source activation frequency map derived from MSG-SEVIRI IR-channels, Geophys. Res. Lett., 34, L18803, doi:10.1029/2007GL030168. Schepanski, K., I. Tegen, M. C. Todd, B. Heinold, G. Bönisch, B. Laurent, and A. Macke (2009), Meteorological processes forcing Saharan dust emission inferred from MSG-SEVIRI observations of subdaily dust source activation and numerical models, J. Geophys. Res., 114, D10201, doi:10.1029/2008JD010325. Schepanski, K., I. Tegen, and A. Macke (2012) Comparison of satellite based observations of Saharan dust source areas, Rem. Sens. Environm., 123, 90-97, doi:10.1016/j.rse.2012.03.019.
description: {"references": ["Schepanski, K., I. Tegen, B. Laurent, B. Heinold, and A. Macke (2007), A new Saharan dust source activation frequency map derived from MSG-SEVIRI IR-channels, Geophys. Res. Lett., 34, L18803, doi:10.1029/2007GL030168.", "Schepanski, K., I. Tegen, M. C. Todd, B. Heinold, G. B\u00f6nisch, B. Laurent, and A. Macke (2009), Meteorological processes forcing Saharan dust emission inferred from MSG-SEVIRI observations of subdaily dust source activation and numerical models, J. Geophys. Res., 114, D10201, doi:10.1029/2008JD010325.", "Schepanski, K., I. Tegen, and A. Macke (2012) Comparison of satellite based observations of Saharan dust source areas, Rem. Sens. Environm., 123, 90-97, doi:10.1016/j.rse.2012.03.019."]}
DOI: 10.5281/zenodo.4074307
title: Emission primarily drives nationwide air quality changes during and after the COVID-19 lockdown in China

description: Research data includes air pollutant observation data, wildfire data and meteorological data.
DOI: 10.5281/zenodo.4074306
title: Emission primarily drives nationwide air quality changes during and after the COVID-19 lockdown in China

description: Research data includes air pollutant observation data, wildfire data and meteorological data.
DOI: 10.5281/zenodo.4074706
title: Meteor-ablated Aluminum in the Mesosphere-Lower Thermosphere

description: Meteor-ablated Aluminum in the Mesosphere-Lower Thermosphere by John Plane, Shane Daly, Wuhu Feng, Michael Gerding and Juan Carlos Gómez Martín. The repository contains the data used in the above paper.
DOI: 10.5281/zenodo.4074705
title: Meteor-ablated Aluminum in the Mesosphere-Lower Thermosphere

description: Meteor-ablated Aluminum in the Mesosphere-Lower Thermosphere by John Plane, Shane Daly, Wuhu Feng, Michael Gerding and Juan Carlos Gómez Martín. The repository contains the data used in the above paper.
DOI: 10.17632/dwcr2zwct8.1
title: A Novel Heterogeneity Analysis Method for Clastic Reservoir through Multiscale Entropy Analysis of Logging Data: A case study of the Yanchang Formation, Ordos Basin, China

description: The data file contains the heterogeneity evaluation calculated by multiscale entropy analysis in this paper, as well as the monthly production data of 7 wells.
DOI: 10.5281/zenodo.4073267
title: Euphorbia peplus images used in the paper entitled "LED light gradient as a screening tool for light quality responses in model plant species" by Pierre LEJEUNE et al.

description: Euphorbia peplus images used in the paper entitled "LED light gradient as a screening tool for light quality responses in model plant species" by Pierre LEJEUNE, Anthony FRATAMICO, Frédéric BOUCHÉ, Samuel HUERGA-FERNÁNDEZ, Pierre TOCQUIN, Claire PÉRILLEUX
DOI: 10.6084/m9.figshare.13071944
title: Supplementary Material for: Fibroblast Growth Factor 23 and α-Klotho Protein Are Associated with Adverse Clinical Outcomes in Non-Dialysis CKD Patients

description: <b><i>Background:</i></b> Fibroblast growth factor 23 (FGF-23) and α-Klotho protein appear to have an important role in the pathogenesis of CKD-mineral and bone disorders. The aim of this study was to investigate the association of FGF-23 and α-Klotho levels with adverse clinical outcomes in patients with non-dialysis CKD. <b><i>Materials and Methods:</i></b> We conducted a prospective cohort study, enrolling participants with non-dialysis CKD from a single center in Greece. At enrollment, glomerular filtration rate (GFR) was measured (mGFR) and plasma levels of carboxyl terminal FGF-23 (cFGF-23) and soluble α-Klotho (sKlotho) were determined by enzyme-linked immunoassay. Participants were followed for up to 5 years or until the occurrence of the primary endpoint of initiation of renal replacement therapy or death. Multivariate regression tree analysis was used to identify informative baseline parameters in order to categorize participants. Also, using median values of cFGF-23 and sKlotho, participants were categorized into 4 groups, in whom survival was compared using Kaplan-Meier and Cox regression analysis. <b><i>Results:</i></b> 128 participants were enrolled with a median mGFR of 41.5 mL/min/1.73 m<sup>2</sup> (IQR = 28.2). Baseline mGFR correlated with cFGF-23 and sKlotho (<i>r</i> = −0.54 and <i>r</i> = 0.49, respectively; <i>p</i> &lt; 0.0001 for both). cFGF-23 and sKlotho levels correlated negatively (<i>r</i> = −0.24, <i>p</i> = 0.006). Multivariate regression tree analysis resulted in 3 groups defined by cutoff values of mGFR (60.9 mL/min/1.73 m<sup>2</sup>) and phosphate (3.7 mg/dL). These groups correlated with CKD stage, cFGF-23, and sKlotho (<i>p</i> &lt; 0.0001 for all). During a median follow-up of 36 months (IQR = 22), 40 (31.2%) participants reached the primary endpoint (31 initiated renal replacement therapy, 9 died). Survival to primary endpoint differed among the 4 groups formed using median values of both biomarkers, with the low FGF-23/high Klotho and high FGF-23/low Klotho having the longest and shortest survival, respectively. High FGF-23/low Klotho group, compared to the opposite one, had a significantly elevated risk of the primary outcome (HR, 6.8; 95% CI, 2.3–19.6; <i>p</i> = 0.0004). <b><i>Conclusions:</i></b> In patients with CKD stages 1–5, the combination of higher cFGF-23 and lower sKlotho levels along with mGFR and serum phosphate was associated with adverse clinical outcomes. The utility of combinations of traditional and novel biomarkers to predict outcomes warrants further study.
DOI: 10.6084/m9.figshare.13071944.v1
title: Supplementary Material for: Fibroblast Growth Factor 23 and α-Klotho Protein Are Associated with Adverse Clinical Outcomes in Non-Dialysis CKD Patients

description: <b><i>Background:</i></b> Fibroblast growth factor 23 (FGF-23) and α-Klotho protein appear to have an important role in the pathogenesis of CKD-mineral and bone disorders. The aim of this study was to investigate the association of FGF-23 and α-Klotho levels with adverse clinical outcomes in patients with non-dialysis CKD. <b><i>Materials and Methods:</i></b> We conducted a prospective cohort study, enrolling participants with non-dialysis CKD from a single center in Greece. At enrollment, glomerular filtration rate (GFR) was measured (mGFR) and plasma levels of carboxyl terminal FGF-23 (cFGF-23) and soluble α-Klotho (sKlotho) were determined by enzyme-linked immunoassay. Participants were followed for up to 5 years or until the occurrence of the primary endpoint of initiation of renal replacement therapy or death. Multivariate regression tree analysis was used to identify informative baseline parameters in order to categorize participants. Also, using median values of cFGF-23 and sKlotho, participants were categorized into 4 groups, in whom survival was compared using Kaplan-Meier and Cox regression analysis. <b><i>Results:</i></b> 128 participants were enrolled with a median mGFR of 41.5 mL/min/1.73 m<sup>2</sup> (IQR = 28.2). Baseline mGFR correlated with cFGF-23 and sKlotho (<i>r</i> = −0.54 and <i>r</i> = 0.49, respectively; <i>p</i> &lt; 0.0001 for both). cFGF-23 and sKlotho levels correlated negatively (<i>r</i> = −0.24, <i>p</i> = 0.006). Multivariate regression tree analysis resulted in 3 groups defined by cutoff values of mGFR (60.9 mL/min/1.73 m<sup>2</sup>) and phosphate (3.7 mg/dL). These groups correlated with CKD stage, cFGF-23, and sKlotho (<i>p</i> &lt; 0.0001 for all). During a median follow-up of 36 months (IQR = 22), 40 (31.2%) participants reached the primary endpoint (31 initiated renal replacement therapy, 9 died). Survival to primary endpoint differed among the 4 groups formed using median values of both biomarkers, with the low FGF-23/high Klotho and high FGF-23/low Klotho having the longest and shortest survival, respectively. High FGF-23/low Klotho group, compared to the opposite one, had a significantly elevated risk of the primary outcome (HR, 6.8; 95% CI, 2.3–19.6; <i>p</i> = 0.0004). <b><i>Conclusions:</i></b> In patients with CKD stages 1–5, the combination of higher cFGF-23 and lower sKlotho levels along with mGFR and serum phosphate was associated with adverse clinical outcomes. The utility of combinations of traditional and novel biomarkers to predict outcomes warrants further study.
DOI: 10.21227/8938-mk74
title: DESIGN AND ANALYSIS OF FILTENNA FOR Ku-BAND APPLICATION

description: Filtenna or filtering antenna is a term used to represent a structure which has filtering as well as radiating function on same substrate. Because of this, the component size can be reduced and noise performance can be increased. The filtenna is designed to operate at 15GHz for Ku-band application. The measured and simulated return loss of filtenna is less than -15dB and the measured and simulated bandwidth is 785MHz and 1.125GHz respectively.
DOI: 10.13016/mbmx-rk9x
title: The Deployment of the Seismometer to Investigate Ice and Ocean Structure (SIIOS) in Northwest Greenland: An experiment to study icy ocean world seismic deployments

description: In anticipation of future spacecraft missions to icy ocean worlds, the Seismometer to Investigate Ice and Ocean Structure (SIIOS) was funded by NASA to prepare for seismologic investigations of these worlds. During the summer of 2018, the SIIOS team deployed a seismic experiment on the Greenland Ice Sheet situated approximately 80 km north of Qaanaaq, Greenland. The deployment included one Trillium 120 s Posthole (TPH) broadband seismometer, thirteen Silicon Audio flight-candidate seismometers, five Sercel L28 4.5 Hz geophones, and one HTI 60-min hydrophone. Seismometers were buried 1 m deep in the firn in a cross-shaped array centered on a co-located TPH, hydrophone, and Silicon Audio instrument. One part of the array consisted of Silicon Audio and Sercel Geophones situated 1 m from the center of the array in the ordinal directions. A second set of four Silicon Audio instruments situated 1 km from the center of the array, in the cardinal directions. A mock-lander spacecraft was placed at the array center and instrumented with four Silicon Audio seismometers. We performed an active-source experiment and a passive-listening experiment that lasted for approximately 12 days. The active-source experiment consisted of 9-12 sledgehammer strikes to an aluminum plate at ten separate locations up to 100 m from the array center. The passive experiment recorded the ice-sheet ambient background noise, as well as local and regional events. Both datasets will be used to quantify differences in spacecraft instrumentation deployment strategies and for evaluating science capabilities for single-station and small-aperture seismic arrays in future geophysical missions. Our initial results indicate that the flight-candidate seismometer performs comparably to the TPH at frequencies above 0.1 Hz and that instruments coupled to the mock-lander perform comparably to ground-based instrumentation in the frequency band of 0.01-10 Hz. For future icy ocean world missions, a deck-coupled seismometer would perform similarly to a ground-based deployment.
DOI: 10.21227/vppx-f249
title: DESIGN AND ANALYSIS OF FILTENNA FOR Ku-BAND APPLICATION

description: Filtenna or filtering
DOI: 10.5517/ccdc.csd.cc25vgk2
title: CCDC 2021434: Experimental Crystal Structure Determination

description: Related Article: Wenjing Guo, Jian Gu, Zhenhua Gu|2020|Org.Lett.|22|7622|doi:10.1021/acs.orglett.0c02830
DOI: 10.5517/ccdc.csd.cc25vhdy
title: CCDC 2021460: Experimental Crystal Structure Determination

description: Related Article: Wenjing Guo, Jian Gu, Zhenhua Gu|2020|Org.Lett.|22|7622|doi:10.1021/acs.orglett.0c02830
DOI: 10.5517/ccdc.csd.cc25vhl4
title: CCDC 2021466: Experimental Crystal Structure Determination

description: Related Article: Wenjing Guo, Jian Gu, Zhenhua Gu|2020|Org.Lett.|22|7622|doi:10.1021/acs.orglett.0c02830
DOI: 10.5517/ccdc.csd.cc25vhn6
title: CCDC 2021468: Experimental Crystal Structure Determination

description: Related Article: Wenjing Guo, Jian Gu, Zhenhua Gu|2020|Org.Lett.|22|7622|doi:10.1021/acs.orglett.0c02830
DOI: 10.5517/ccdc.csd.cc25wptl
title: CCDC 2022620: Experimental Crystal Structure Determination

description: Related Article: Wenjing Guo, Jian Gu, Zhenhua Gu|2020|Org.Lett.|22|7622|doi:10.1021/acs.orglett.0c02830
DOI: 10.5517/ccdc.csd.cc2625l2
title: CCDC 2027883: Experimental Crystal Structure Determination

description: Related Article: Wenjing Guo, Jian Gu, Zhenhua Gu|2020|Org.Lett.|22|7622|doi:10.1021/acs.orglett.0c02830
DOI: 10.5281/zenodo.4074860
title: Data file for paper: Xiaoqian Lin, Chris Zalitis, Jonathan Sharman and Anthony Kucernak, "Electrocatalyst performance at the gas/electrolyte interface under high mass transport conditions: optimization of the "floating electrode" method!,

description: The data in this spreadsheet was used to produce the figures in the paper Authors:Xiaoqian Lin, Chris Zalitis, Jonathan Sharman and Anthony Kucernak* Title:Electrocatalyst performance at the gas/electrolyte interface under high mass transport conditions: optimization of the “floating electrode” method Journal:ACS Applied Materials & Interfaces DOI: 10.1021/acsami.0c12718 Please cite the above reference if you wish to use this data<br> <br> DOI of data:10.5281/zenodo.4074860
DOI: 10.5281/zenodo.4074859
title: Data file for paper: Xiaoqian Lin, Chris Zalitis, Jonathan Sharman and Anthony Kucernak, "Electrocatalyst performance at the gas/electrolyte interface under high mass transport conditions: optimization of the "floating electrode" method!,

description: The data in this spreadsheet was used to produce the figures in the paper Authors:Xiaoqian Lin, Chris Zalitis, Jonathan Sharman and Anthony Kucernak* Title:Electrocatalyst performance at the gas/electrolyte interface under high mass transport conditions: optimization of the “floating electrode” method Journal:ACS Applied Materials & Interfaces DOI: 10.1021/acsami.0c12718 Please cite the above reference if you wish to use this data<br> <br> DOI of data:10.5281/zenodo.4074860
DOI: 10.21227/rfc2-hy29
title: DESIGN

description: Filtenna or filtering
DOI: 10.21227/j582-q247
title: DESIGN

description: Filtenna or filtering
DOI: 10.21227/xyxw-pe40
title: DESIGN

description: Filtenna or filtering
DOI: 10.5281/zenodo.4073041
title: Arabidopsis thaliana images used in the paper entitled "LED light gradient as a screening tool for light quality responses in model plant species" by Pierre LEJEUNE et al.

description: <em>Arabidopsis thaliana</em> images used in the paper entitled "LED light gradient as a screening tool for light quality responses in model plant species" by Pierre LEJEUNE, Anthony FRATAMICO, Frédéric BOUCHÉ, Samuel HUERGA-FERNÁNDEZ, Pierre TOCQUIN, Claire PÉRILLEUX
DOI: 10.18112/openneuro.ds003270.v1.0.0
title: ChildBrain Audiovisual MEG Dataset
DOI: 10.5281/zenodo.4066412
title: Genome-Wide Analysis of cell-free DNA Methylation Profiling for the Early Diagnosis of Pancreatic Cancer

description: This dataset mainly contains analysis pipeline and R codes used in the corresponding paper。
DOI: 10.5281/zenodo.4066411
title: Genome-Wide Analysis of cell-free DNA Methylation Profiling for the Early Diagnosis of Pancreatic Cancer

description: This dataset mainly contains analysis pipeline and R codes used in the corresponding paper。
DOI: 10.14457/tu.the.2019.540
title: การตอบสนองทางสรีรวิทยาและจิตใจที่เกี่ยวข้องกับการทำงานบนที่สูงในกลุ่มเด็ก

description: การศึกษานี้มีวัตถุประสงค์เพื่อศึกษาการตอบสนองทางสรีรวิทยาและจิตใจของเด็กต่อการทำงานบนที่สูงระดับต่างๆ และศึกษาระดับความสูงที่เหมาะสมสำหรับเด็ก อาสาสมัครจำนวน 90 คน อายุระหว่าง 15 ปี บริบูรณ์ - ต่ำกว่า 18 ปี แบ่งออกเป็น 3 กลุ่ม; กลุ่ม 1 เพศชายที่มีประสบการณ์การทำงานบนที่สูง (n=30) กลุ่ม 2 เพศชายที่ไม่มีประสบการณ์การทำงานบนที่สูง (n=30) และกลุ่มเพศหญิงที่ไม่มีประสบการณ์การทำงานบนที่สูง (n=30) อาสาสมัครทุกคนทำการทำงานในสถานการณ์จำลองบนที่สูง 1–10 เมตร การเปลี่ยนแปลงทางด้านร่างกายและจิตใจถูกประเมินในทุกระดับความสูง สถิติ Repeated measure ANOVA และ Friedman test ถูกนำมาใช้ในการวิเคราะห์การเปลี่ยนแปลงของข้อมูลภายในกลุ่มและสถิติ Mann-Whitney U Test ถูกนำมาใช้ในการวิเคราะห์การเปลี่ยนแปลงของข้อมูลระหว่างกลุ่ม ผลการศึกษา พบว่า อัตราการเต้นของหัวใจ (HR) ร้อยละของอัตราการเต้นของหัวใจสูงสุด (%HRmax) ร้อยละอัตราการเต้นของหัวใจสัมพัทธ์ (%RHR) ความแปรปรวนของอัตราการเต้นของหัวใจ (Heart Rate Variability, HRV) ในส่วนของ 1) โดเมนเวลา 2) โดเมนความถี่ 3) วิธีการ Nonlinear มีความแตกต่างอย่างมีนัยสำคัญทางสถิติ (p &lt; 0.05) ที่ความสูง 1-10 เมตร เมื่อเทียบกับที่ระดับพื้นดินภายในอาสาสมัครทั้ง 3 กลุ่ม นอกจากนี้ยังพบว่า ความกลัวมีความแตกต่างอย่างมีนัยสำคัญทางสถิติ (p &lt; 0.05) เฉพาะในเพศหญิงที่ความสูง 1-2 เมตร เมื่อเทียบกับที่ระดับพื้นดิน ส่วนความกังวลพบการเปลี่ยนแปลงอย่างมีนัยสำคัญทางสถิติ (p &lt; 0.05) ในเพศชายที่ไม่มีประสบการณ์และเพศหญิงที่ความสูง 1-10 เมตรเมื่อเทียบกับที่ระดับพื้นดิน ในขณะที่ค่าเฉลี่ยอัตราส่วนของส่วนเบี่ยงเบนมาตรฐาน 1 ต่อส่วนเบี่ยงเบนมาตรฐาน 2 (SD1/SD2) ที่ความสูง 9 เมตรมีความแตกต่างกันอย่างมีนัยสำคัญทางสถิติ (p &lt; 0.05) ระหว่างกลุ่มเพศชายที่มีและไม่มีประสบการณ์การทำงานบนที่สูง อีกทั้งยังพบว่า %RHR ในเพศหญิง ที่ความสูงมากกว่า 5 เมตร มีภาระงานปานกลาง ทำให้ไม่เหมาะสำหรับการทำงานในเพศหญิง ในขณะที่กลุ่มเพศชายที่ไม่มีประสบการณ์ไม่เหมาะสำหรับการทำงานบนที่สูงมากกว่า 8 เมตร เนื่องจากพบว่าขาดสมดุลในการทำงานของระบบประสาทอัตโนมัติ ส่วนเพศชายที่มีประสบการณ์การทำงานสามารถปฏิบัติงานได้จนถึงความสูง 10 เมตร แต่เนื่องจากในการศึกษาครั้งนี้เป็นการทำงานที่มีภาระงานเบาบนที่สูง ควบคุมอุณหภูมิห้องและมีสภาพแวดล้อมที่มีความปลอดภัยสูง จึงอาจทำให้เห็นการเปลี่ยนแปลงของร่างกายและจิตใจระหว่างกลุ่มที่ไม่มากนัก ในอนาคตจึงควรศึกษาการทำงานบนที่สูงของเด็กทำงานในสถานการณ์ การทำงานที่มีภาระงาน ปานกลาง-หนัก หรือการทำงานในอุณหภูมิสูง