cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21429/086b-dg13
title: Downscaled Climate Data for Alaska: Historical and Projected Dynamically Downscaled Climate Data for the State of Alaska and Surrounding Regions at 20km Spatial Resolution and Hourly Temporal Resolution (ver. 1.1, August 2023)

description: This dataset contains historical and projected dynamically downscaled climate data for the State of Alaska and surrounding regions at 20km spatial resolution and hourly temporal resolution. Select variables are also summarized into daily resolutions. This data was produced using the Weather Research and Forecasting (WRF) model (Version 3.5). We downscaled both ERA-Interim historical reanalysis data (1979 - Oct 2015) and both historical and projected runs from 2 GCM’s from the Coupled Model Inter-comparison Project 5 (CMIP5): GFDL-CM3 and NCAR-CCSM4 (historical run: 1970-2005 and RCP 8.5: 2006-2100). This dataset was updated to version 1.1 in August 2023 to retain the latitude and longitude grids as variables in the files. The original version is available from the author.
DOI: 10.25345/c5g737f23
title: MassIVE MSV000093210 - MECP2 directly interacts with RNA polymerase II to modulate transcription in human neurons
title: This dataset comprises 15 raw AP-MS files, each with an associated peak list, captured using a Vanquish Neo nanoLC system in tandem with an Orbitrap Eclipse mass spectrometer. To generate MECP2 hESC-reporter lines for wild type (WT) and various mutations of MECP2, including R133C, R168X, and R270X, we first used CRISPR/Cas9 to create MECP2 alleles carrying the green fluorescent protein (GFP) sequences in the endogenous gene. The R133C mutation was then introduced into the WT MECP2-GFP reporter line. Mutations R133C, R168X, and R270X are recognized as loss-of-function variants in MECP2 and are also identified as primary Rett syndrome-causing mutations. For efficient neuronal differentiation, a doxycycline (DOX)-responsive NGN2 construct was incorporated at their AAVS1 safe harbor locus. Upon the addition of DOX, homogenous populations of neurons were generated within three weeks from those four MECP2 hESC-reporter lines. Subsequently, GFP-pull down assay and AP-MS were performed using these WT MECP2-GFP neurons along with R133C-, R168X-, and R270X-mutant MECP2-GFP reporter neurons. Neurons expressing only the GFP tag served as a negative control. AP-MS analysis identified proteins interacting differently between WT and mutant MECP2 within human neurons.
DOI: 10.48577/jpl.9axrbg
title: Investigating Europa’s Habitability with Europa Clipper

description: The habitability of Europa is a property within a system, with many interdependent physical and chemical parameters among a number of processes, and of which no single measurement or investigation can fully characterize. Therefore, Europa must be investigated as an integrated system in order to understand the complete picture. To accomplish this, the Europa Clipper mission has four main mission objectives: (1) characterize the Ice Shell and Ocean: including their heterogeneity, properties, and the nature of surface–ice–ocean exchange; (2) characterize Europa’s Composition, identifying any non-ice materials on the surface and in the atmosphere, including any carbon-containing compounds; (3) characterize Europa’s Geology: including surface features and high-science-interest localities; and (4) assess any current or recent activity, by searching for evidence of thermal anomalies and plumes. Europa Clipper will also perform high resolution observations to provide reconnaissance for a future potential landed mission. Synthesizing the mission’s science measurements, as well as incorporating remote observations by Earth-based observatories, JWST, and other spacecraft, to constrain Europa’s habitability, is a complex task and is guided by the Habitability Assessment Board (HAB).
DOI: 10.48577/jpl.ai6yum
title: A predictive model of Lunar Gateway molecular outgassing and plume-induced contamination

description: The Gateway space station will operate as a lunar outpost and hub for space exploration missions in support of a long-term human presence on the Moon, and is under development by NASA in collaboration with ESA, CSA, JAXA, and international commercial partners [1]. Gateway will experience induced molecular contamination from sources including materials outgassing, venting, and the nominal operation of its chemical and electric propulsion systems. The degradation effects of molecular contamination on spacecraft are well-documented and understood [2], and predictive modeling tools have been developed to aid in the mitigation of such contamination effects in the mission design phase [3]. Therefore, the Gateway Induced Environments and Thermal teams have worked with JPL Contamination Control to develop modular simulation tools for the prediction of molecular contaminant depositions across the mission life, and for use in requirements derivation and sensitivity assessments. Free-molecular transport and deposition of outgassing products onto sensitive Gateway receiver surfaces is calculated using a viewfactor matrix approach [3,4], while International Space Station (ISS)-heritage bipropellant plume models [5,6] are used to evaluate contaminant fluxes generated by the operation of thrusters on Gateway modules and the Orion spacecraft. The alteration of optical properties, e.g. the solar absorptance, of contaminated surfaces is likewise calculated using an ISS-heritage semi-empirical model premised on flight and laboratory testing data [7,8]. This framework is intended to support early identification of potential integration issues and establish a baseline for incorporating improved analysis and test data as the Gateway design matures.
DOI: 10.48577/jpl.jfm4ng
title: Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework

description: While anomaly detection stands among the most important and valuable problems across many scientific domains, anomaly detection research often focuses on AI methods that can lack the nuance and interpretability so critical to conducting scientific inquiry. We believe this exclusive focus on algorithms with a fixed framing ultimately blocks scientists from adopting even high-accuracy anomaly detection models in many scientific use cases. In this application paper we present the results of utilizing an alternative approach that situates the mathematical framing of machine learning based anomaly detection within a participatory design framework. In a collaboration with NASA scientists working with the PIXL instrument studying Martian planetary geochemistry as a part of the search for extra-terrestrial life; we report on over 18 months of in-context user research and co-design to define the key problems NASA scientists face when looking to detect and interpret spectral anomalies. We address these problems and develop a novel spectral anomaly detection toolkit for PIXL scientists that is highly accurate (93.4% test accuracy on detecting diffraction anomalies), while maintaining strong transparency to scientific interpretation. We also describe outcomes from a yearlong field deployment of the algorithm and associated interface, now used daily as a core component of the PIXL science team’s workflow, and directly situate the algorithm as a key contributor to discoveries around the potential habitability of Mars. Finally we introduce a new design framework which we developed through the course of this collaboration for co-creating anomaly detection algorithms: Iterative Semantic Heuristic Modeling of Anomalous Phenomena (ISHMAP), which provides a process for scientists and researchers to produce natively interpretable anomaly detection models. This work showcases an example of successfully bridging methodologies from AI and HCI within a scientific domain, and provides a resource in ISHMAP which may be used by other researchers and practitioners looking to partner with other scientific teams to achieve better science through more effective and interpretable anomaly detection tools.
DOI: 10.5281/zenodo.10045653
title: Quantifying the Impact of Vertical Resolution on the Representation of Marine Boundary Layer Physics for Global-Scale Models

description: Data supporting the findings of DOI: 10.1175/MWR-D-23-0078.1, a 2023 Monthly Weather Review publication with the same title as this dataset.
DOI: 10.5281/zenodo.10045652
title: Quantifying the Impact of Vertical Resolution on the Representation of Marine Boundary Layer Physics for Global-Scale Models

description: Data supporting the findings of DOI: 10.1175/MWR-D-23-0078.1, a 2023 Monthly Weather Review publication with the same title as this dataset.
DOI: 10.5281/zenodo.10040301
title: matrice binaire
DOI: 10.5281/zenodo.10047940
title: Confocal image stack of aPKC/FoxP co-staining

description: Confocal image stacks of whole mount preparations of central nervous systems of adult Drosophila.
Genotype: aPKC-Gal4>CD8::GFP, red - FoxP-LexA>CD8::RFP; D: green - D42-Gal4>CD8::GFP, red - FoxP-LexA>CD8::RFP. Confocal image stacks available at:
DOI: 10.5281/zenodo.10040302
title: matrice binaire
DOI: 10.6084/m9.figshare.24451942.v1
title: ScR_race_ethnicity_limb_loss.rds

description: Raw data for article, "Race and ethnicity reporting in contemporary limb loss literature: A scoping review"<br>Includes data for 420 articles that have published research on individuals who have limb loss from 2015 - 2016.
DOI: 10.6084/m9.figshare.24451942
title: ScR_race_ethnicity_limb_loss.rds

description: Raw data for article, "Race and ethnicity reporting in contemporary limb loss literature: A scoping review"<br>Includes data for 420 articles that have published research on individuals who have limb loss from 2015 - 2016.
DOI: 10.6084/m9.figshare.24451948
title: Material Use Intensity and Embodied Carbon Intensity of Single-Family Residential Buildings in the United States

description: This dataset includes material use intensity (MUI) (kg/m2) and embodied carbon intensity (kgCO2e/m2) data for materials that comprise single-family residential buildings in the United States. The single-family residential building model defined by the US Department of Energy was used as the basis for this analysis. MUIs are defined for the single-family building designed with four different foundation types in sixteen climate zones. Three ECIs are computed using three different life cycle inventory (LCI) databases that correspond to three different life cycle assessment (LCA) tools, namely Athena, One Click LCA, and Tally.
DOI: 10.6084/m9.figshare.24451948.v1
title: Material Use Intensity and Embodied Carbon Intensity of Single-Family Residential Buildings in the United States

description: This dataset includes material use intensity (MUI) (kg/m2) and embodied carbon intensity (kgCO2e/m2) data for materials that comprise single-family residential buildings in the United States. The single-family residential building model defined by the US Department of Energy was used as the basis for this analysis. MUIs are defined for the single-family building designed with four different foundation types in sixteen climate zones. Three ECIs are computed using three different life cycle inventory (LCI) databases that correspond to three different life cycle assessment (LCA) tools, namely Athena, One Click LCA, and Tally.
DOI: 10.6084/m9.figshare.22001900
title: Data of the Expert Committee Stage - Translation and cross-cultural adaptation of the “Protocolo de Avaliação Miofuncional Orofacial MBGR” from Brazilian Portuguese into English.

description: These are the data of the expert committee stage in which the experts individually analyzed all translations considering semantic, idiomatic, experiential, and conceptual equivalences [38] and scored each translation unit as “1 = not equivalent,” “2 = somewhat equivalent,” “3 = quite equivalent,” or “4 = highly equivalent,” according to the Content Validity Index (CVI). They also suggested better translations for all translation units scored as “1” or “2.”
DOI: 10.6084/m9.figshare.22001900.v2
title: Data of the Expert Committee Stage - Translation and cross-cultural adaptation of the “Protocolo de Avaliação Miofuncional Orofacial MBGR” from Brazilian Portuguese into English.

description: These are the data of the expert committee stage in which the experts individually analyzed all translations considering semantic, idiomatic, experiential, and conceptual equivalences [38] and scored each translation unit as “1 = not equivalent,” “2 = somewhat equivalent,” “3 = quite equivalent,” or “4 = highly equivalent,” according to the Content Validity Index (CVI). They also suggested better translations for all translation units scored as “1” or “2.”
DOI: 10.6084/m9.figshare.22001900.v1
title: Data of the Expert Committee Stage - Translation and cross-cultural adaptation of the “Protocolo de Avaliação Miofuncional Orofacial MBGR” from Brazilian Portuguese into English.

description: These are the data of the expert committee stage in which the experts individually analyzed all translations considering semantic, idiomatic, experiential, and conceptual equivalences [38] and scored each translation unit as “1 = not equivalent,” “2 = somewhat equivalent,” “3 = quite equivalent,” or “4 = highly equivalent,” according to the Content Validity Index (CVI). They also suggested better translations for all translation units scored as “1” or “2.”
DOI: 10.6084/m9.figshare.22001903
title: Data of the Test of the Pre-final Version Stage - Pretest - Translation and cross-cultural adaptation of the “Protocolo de Avaliação Miofuncional Orofacial MBGR” from Brazilian Portuguese into English.

description: These are the data of the test of the pre-final version stage. This stage was divided into two phases: pretest and pilot test. In the pretest, we tested the pre-final English version of the <em>Protocolo MBGR</em>. To do so, 20 SLPs analyzed the pre-final English version of the assessment tool to verify whether it worked in their linguistic-cultural setting. We asked them to provide feedback on its clarity and interpretability. So, they read the pre-final English version of the assessment tool and searched for misunderstandings. Then, they highlighted the translation units that did not make sense to them and the ones that made sense to them but sounded weird or unusual and for which they could think of a better term. They also wrote comments explaining why they highlighted each translation unit.
DOI: 10.6084/m9.figshare.22001903.v1
title: Data of the Test of the Pre-final Version Stage - Pretest - Translation and cross-cultural adaptation of the “Protocolo de Avaliação Miofuncional Orofacial MBGR” from Brazilian Portuguese into English.

description: These are the data of the test of the pre-final version stage. This stage was divided into two phases: pretest and pilot test. In the pretest, we tested the pre-final English version of the <em>Protocolo MBGR</em>. To do so, 20 SLPs analyzed the pre-final English version of the assessment tool to verify whether it worked in their linguistic-cultural setting. We asked them to provide feedback on its clarity and interpretability. So, they read the pre-final English version of the assessment tool and searched for misunderstandings. Then, they highlighted the translation units that did not make sense to them and the ones that made sense to them but sounded weird or unusual and for which they could think of a better term. They also wrote comments explaining why they highlighted each translation unit.
DOI: 10.6084/m9.figshare.22001903.v2
title: Data of the Test of the Pre-final Version Stage - Pretest - Translation and cross-cultural adaptation of the “Protocolo de Avaliação Miofuncional Orofacial MBGR” from Brazilian Portuguese into English.

description: These are the data of the test of the pre-final version stage. This stage was divided into two phases: pretest and pilot test. In the pretest, we tested the pre-final English version of the <em>Protocolo MBGR</em>. To do so, 20 SLPs analyzed the pre-final English version of the assessment tool to verify whether it worked in their linguistic-cultural setting. We asked them to provide feedback on its clarity and interpretability. So, they read the pre-final English version of the assessment tool and searched for misunderstandings. Then, they highlighted the translation units that did not make sense to them and the ones that made sense to them but sounded weird or unusual and for which they could think of a better term. They also wrote comments explaining why they highlighted each translation unit.
DOI: 10.6084/m9.figshare.22001906
title: Data of the Test of the Pre-final Version Stage - Pilot Test - Translation and cross-cultural adaptation of the “Protocolo de Avaliação Miofuncional Orofacial MBGR” from Brazilian Portuguese into English.

description: These are the data of the test of the pre-final version stage. This stage was divided into two phases: pretest and pilot test. In the pilot test, we retested the pre-final English version of the <em>Protocolo MBGR</em>. To do so, 15 other SLPs analyzed the adjusted pre-final English version of the assessment tool to verify whether it worked in their linguistic-cultural setting. We asked them to provide feedback on its clarity and interpretability. So, they participated in a training workshop conducted by one of the developers of the <em>Protocolo MBGR</em> and approved by ASHA as an ASHA Continuing Education program. They worked in pairs and administered the adjusted pre-final English version of the <em>Protocolo MBGR</em>to each other. Meanwhile, they searched for misunderstandings. They highlighted the translation units that did not make sense to them and the ones that made sense to them but sounded weird or unusual and for which they could think of a better term. They also wrote comments explaining why they highlighted each translation unit.
DOI: 10.6084/m9.figshare.22001906.v2
title: Data of the Test of the Pre-final Version Stage - Pilot Test - Translation and cross-cultural adaptation of the “Protocolo de Avaliação Miofuncional Orofacial MBGR” from Brazilian Portuguese into English.

description: These are the data of the test of the pre-final version stage. This stage was divided into two phases: pretest and pilot test. In the pilot test, we retested the pre-final English version of the <em>Protocolo MBGR</em>. To do so, 15 other SLPs analyzed the adjusted pre-final English version of the assessment tool to verify whether it worked in their linguistic-cultural setting. We asked them to provide feedback on its clarity and interpretability. So, they participated in a training workshop conducted by one of the developers of the <em>Protocolo MBGR</em> and approved by ASHA as an ASHA Continuing Education program. They worked in pairs and administered the adjusted pre-final English version of the <em>Protocolo MBGR</em>to each other. Meanwhile, they searched for misunderstandings. They highlighted the translation units that did not make sense to them and the ones that made sense to them but sounded weird or unusual and for which they could think of a better term. They also wrote comments explaining why they highlighted each translation unit.
DOI: 10.6084/m9.figshare.22001906.v1
title: Data of the Test of the Pre-final Version Stage - Pilot Test - Translation and cross-cultural adaptation of the “Protocolo de Avaliação Miofuncional Orofacial MBGR” from Brazilian Portuguese into English.

description: These are the data of the test of the pre-final version stage. This stage was divided into two phases: pretest and pilot test. In the pilot test, we retested the pre-final English version of the <em>Protocolo MBGR</em>. To do so, 15 other SLPs analyzed the adjusted pre-final English version of the assessment tool to verify whether it worked in their linguistic-cultural setting. We asked them to provide feedback on its clarity and interpretability. So, they participated in a training workshop conducted by one of the developers of the <em>Protocolo MBGR</em> and approved by ASHA as an ASHA Continuing Education program. They worked in pairs and administered the adjusted pre-final English version of the <em>Protocolo MBGR</em>to each other. Meanwhile, they searched for misunderstandings. They highlighted the translation units that did not make sense to them and the ones that made sense to them but sounded weird or unusual and for which they could think of a better term. They also wrote comments explaining why they highlighted each translation unit.
DOI: 10.5281/zenodo.10048567
title: Processed ERA5, IMERG and TRMM PR/GPM DPR precipitation data for Nicolas & Boos - "Understanding the spatiotemporal variability of tropical orographic rainfall using convective plume buoyancy."

description: The dataset contains processed data from large datasets that are freely available online. All data cover the period 01/2001 - 12/2020. The file names describe the months & region that each file contains. Variable codes for ERA5 data (all files starting in e5.) are:
 - 228_246_100u : 100m u-wind - 228_247_100v : 100m v-wind - qL : 900-600hPa averaged specific humidity - thetaeb : surface - 900hPa averaged equivalent potential temperature - thetaeL : 900-600hPa averaged equivalent potential temperature - thetaeLstar : 900-600hPa averaged saturation equivalent potential temperature - tL : 900-600hPa averaged temperature - uBL : surface - 900hPa averaged u wind - vBL : surface - 900hPa averaged v wind - 128_034_sstk : sea surface temperature - 162_071_viwve : eastward component of vertically integrated water vapor transport - 162_072_viwvn : northward component of vertically integrated water vapor transport
DOI: 10.5281/zenodo.10048566
title: Processed ERA5, IMERG and TRMM PR/GPM DPR precipitation data for Nicolas & Boos - "Understanding the spatiotemporal variability of tropical orographic rainfall using convective plume buoyancy."

description: The dataset contains processed data from large datasets that are freely available online. All data cover the period 01/2001 - 12/2020. The file names describe the months & region that each file contains. Variable codes for ERA5 data (all files starting in e5.) are:
 - 228_246_100u : 100m u-wind - 228_247_100v : 100m v-wind - qL : 900-600hPa averaged specific humidity - thetaeb : surface - 900hPa averaged equivalent potential temperature - thetaeL : 900-600hPa averaged equivalent potential temperature - thetaeLstar : 900-600hPa averaged saturation equivalent potential temperature - tL : 900-600hPa averaged temperature - uBL : surface - 900hPa averaged u wind - vBL : surface - 900hPa averaged v wind - 128_034_sstk : sea surface temperature - 162_071_viwve : eastward component of vertically integrated water vapor transport - 162_072_viwvn : northward component of vertically integrated water vapor transport
DOI: 10.5519/qd.5v4zn4bm
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (77 records)
DOI: 10.3886/e154721v1-142640
title: Investigating the impact of at-home learning on secondary school aged children with ADHD: a qualitative study.

description: Students with ADHD can benefit from at-home learning in terms of managing their symptoms, however lockdown restrictions due to the pandemic are having negative impacts on the student population. This study was designed to ascertain how students with ADHD have been impacted by at-home learning under lockdown restrictions. An interpretative phenomenological analysis was conducted using semi-structured interviews from students, parents and teaching staff. These interviews were used to identify three main themes (anxiety caused by at-home learning, change in social interaction and academic impact of at-home learning) that best identified the participants experiences. The results suggested that whilst supportive home environments helped students with ADHD to better manage their symptoms, social anxiety was a significant problem and not all schools allowed students with ADHD to take full advantage of at-home learning for their students with ADHD.
description: Secondary School age children who experienced at-home learning during the lockdown of the Covid pandemic in 2020/2021.