cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/7c81864fab0d03995d7c7c46d0836323
title: Cascade Project at North Temperate Lakes LTER: Physical and Chemical Limnology 1984 - 2007

description: Physical and chemical variables are measured at one central station near the deepest point of each lake. In most cases these measurements are made in the morning (0800 to 0900). Vertical profiles are taken at varied depth intervals. Chemical measurements are sometimes made in a pooled mixed layer sample (PML); sometimes in the epilimnion, metalimnion, and hypolimnion; and sometimes in vertical profiles. In the latter case, depths for sampling usually correspond to the surface plus depths of 50percent, 25percent, 10percent, 5percent and 1percent of surface irradiance. The 1991-1995 chemistry data obtained from the Lachat auto-analyzer. Like the process data, there are up to seven samples per sampling date due to Van Dorn collections across a depth interval according to percent irradiance. Voichick and LeBouton (1994) describe the autoanalyzer procedures in detail. Methods for 1984-1990 were described by Carpenter and Kitchell (1993) and methods for 1991-1997 were described by Carpenter et al. (2001). Carpenter, S.R. and J.F. Kitchell (eds.). 1993. The Trophic Cascade in Lakes. Cambridge University Press, Cambridge, England. Carpenter, S.R., J.J. Cole, J.R. Hodgson, J.F. Kitchell, M.L. Pace,D. Bade, K.L. Cottingham, T.E. Essington, J.N. Houser and D.E. Schindler. 2001. Trophic cascades, nutrients and lake productivity: whole-lake experiments. Ecological Monographs 71: 163-186. Number of sites: 8
DOI: 10.25810/ns7n-vh24.13
title: African Newspaper Coverage of Climate Change or Global Warming, 2004-2021 - January 2021

description:         The Media and Climate Change Observatory Data monitors 120 sources (across newspapers, radio and TV) in 54 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.6084/m9.figshare.12690254
title: A workflow for evaluating occupant-centric controls using building simulation

description: Data and scripts relating to simulation of occupant-centrioc controls<br>roomData.csv is organized as follow:<br>B# B#_Tout For each private office, the following datatypes are recorded:<br>B###_md B###_key B####_temp B###_light B###_lux
DOI: 10.6084/m9.figshare.12690254.v2
title: A workflow for evaluating occupant-centric controls using building simulation

description: Data and scripts relating to simulation of occupant-centrioc controls<br>roomData.csv is organized as follow:<br>B# B#_Tout For each private office, the following datatypes are recorded:<br>B###_md B###_key B####_temp B###_light B###_lux
DOI: 10.6084/m9.figshare.12690254.v1
title: Evaluating occupant-centric controls using building simulation

description: Data and scripts relating to simulation of occupant-centrioc controls<br>roomData.csv is organized as follow:<br>B# B#_Tout For each private office, the following datatypes are recorded:<br>B###_md B###_key B####_temp B###_light B###_lux
DOI: 10.25810/8pez-h060.13
title: Asian Newspaper Coverage of Climate Change or Global Warming, 2004-2021 - January 2021

description:         The Media and Climate Change Observatory Data monitors 120 sources (across newspapers, radio and TV) in 54 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.6073/pasta/81515ebb607cbccfdac3cc129c15b127
title: Cascade Project at North Temperate Lakes LTER: Primary Production 1984 - 1990

description: CASCADE Primary Production Dataset Sampling Frequency: varies Number of sites: 3
DOI: 10.17632/ngx7t7jzgk.1
title: Data for: An Evaluation of the Effectiveness of Protected Areas in Thailand

description: Coverage of ecoregions and biodiversity by Thailand's protected area network
DOI: 10.6073/pasta/0f809eeb42d954d9e764345107234581
title: Cascade Project at North Temperate Lakes LTER: Process Data 1984 - 2007

description: Data on chlorophyll, primary productivity, and alkaline phosphatase activity from 1984-95. Samples were collected with a Van Dorn bottle at 6 depths determined from the percent of surface irradiance (100%, 50%, 25%, 10%, 5% and 1%) and in the hypolimnion (12 m in Peter, East Long, West Long, and Tuesday lakes; 9 m in Paul Lake; and 4.5 m in Central Long Lake). Sampling Frequency: varies Number of sites: 8
DOI: 10.7277/8c4f-c832
title: Mitigating the Risk of Coastal Infrastructure through understanding Tsunami-Structure Interaction and Modeling (NEES-2009-0663)

description: &lt;p&gt;&lt;strong&gt;Title:&lt;/strong&gt; Mitigating the Risk of Coastal Infrastructure through understanding Tsunami-Structure Interaction and Modeling (NEES-2009-0663)&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Year Of Curation: &lt;/strong&gt;2015&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Description: &lt;/strong&gt;The current tsunami evacuation strategy in the U.S. puts large populations at high risk because it requires everyone to evacuate the flooded areas and does not consider the possibility of using tall buildings for shelter. Part of the unwillingness to adopt vertical evacuation strategies stems from an inability to estimate the damage level in the flooded area for a range of building types, including reinforced concrete (e.g., modern hotel), unreinforced concrete masonry units (e.g., older motel, light commercial) and light-frame wood (mostly residential and some light commercial) structures. The goal of this project is to model building damage by studying water flow and debris hazard of collapsed buildings in the flooded areas. This will help us understand the expected damage to cities and town and to design buildings to withstand these forces.&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Award: &lt;/strong&gt;http://www.nsf.gov/awardsearch/showAward?AWD_ID=0830378&lt;/p&gt; &lt;p&gt;&lt;strong&gt;PIs &amp; CoPIs: &lt;/strong&gt;Daniel Cox, Rakesh Gupta, Jennifer Irish, John Van de Lindt&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Dates: &lt;/strong&gt;October 01, 2008 - September 30, 2011&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Organizations: &lt;/strong&gt;&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Facilities: &lt;/strong&gt;Oregon State University, OR, United States&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Sponsor: &lt;/strong&gt;NSF - 0830378&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Keywords:--&lt;/strong&gt;&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Publications: -- &lt;/strong&gt;&lt;/p&gt; &lt;nb:citations&gt;&lt;/nb:citations&gt;
DOI: 10.6084/m9.figshare.14120252
title: Measurements of ATP levels

description: Measurements of ATP levels for nuronal mitchondrial movement assay.
DOI: 10.6084/m9.figshare.14035814
title: Data and code for pollination network analysis

description: plant-pollinator interaction matices, prepared environmental variables and network indices as well as code to reproduce the results.
DOI: 10.6084/m9.figshare.14120267
title: ATP levels in percentages

description: TSV file with the atp levels for the neuronal mitochondrial movement assay with different concentrations of dopamine and rotenone.
DOI: 10.6084/m9.figshare.14120267.v1
title: ATP levels in percentages

description: TSV file with the atp levels for the neuronal mitochondrial movement assay with different concentrations of dopamine and rotenone.
DOI: 10.5281/zenodo.4562429
title: Empowering prosumers to trade renewable energy can benefit the individual, the community, and the grid

description: Peer-to-peer (P2P) exchange of renewable energy is an attractive option to engage and empower citizens to actively participate in the energy transition. Whereas previous research has provided techno-economic models and technological solutions to enable P2P energy trading, little is yet known about citizen preferences for solar power trading. Importantly, impacts of community members’ trading decisions across scales such as individual electricity bills, community autarky, and grid stability remain unknown. Here, we assess actual P2P trading strategies based on an experimental study with German homeowners and simulate how retrieved decision-making strategies impact the performance of P2P communities across the three scales. Our findings suggest that community autarky is higher in P2P communities than in self-consumption communities, even if self-consumption communities search to maximize autarky (an autarky paradox). We show that actual prosumer decision-making may lead to benefits at the individual (reduced energy bills), community (higher community autarky), and grid level (reduced stress).
description: All figures were done using the script Graphs_P3_dec20.R at https://github.com/alpebexo/solar_communities Main fig 1 can be recreated using final_dataset.csv Main fig 2 can be recreated using final_week.csv and final_peak.csv Main fig 3 can be recreated using hist_selling.csv, optimal_trading_individual.csv, and optimal_trading_community.csv SI fig 2 uses df_core.csv SI fig 3 and 4 use sc_vs_p2p.csv SI fig 5 and 6 use sensitivity.csv and sensitivity_means.csv
DOI: 10.5281/zenodo.4561226
title: Cover Image

description: This is a cover image of automatic recognition method of primary path for anastomosing river based on its typical features.
DOI: 10.5281/zenodo.4561225
title: Cover Image

description: This is a cover image of automatic recognition method of primary path for anastomosing river based on its typical features.
DOI: 10.5281/zenodo.4313344
title: Data associated with "Multicolor structured illumination microscopy and quantitative control of polychromatic coherent light with a digital micromirror device"

description: Data associated with "Multicolor structured illumination microscopy and quantitative control of polychromatic coherent light with a digital micromirror device", https://doi.org/10.1101/2020.07.27.223941 Data analysis code is available at https://github.com/QI2lab/mcSIM
DOI: 10.5281/zenodo.4495544
title: Impact of Clean Energy on CO2 Emissions and Economic Growth within the Phases of Renewables Diffusion in Selected European Countries

description: This study explores the impact of clean energy and non-renewable energy consumption on CO<sub>2</sub> emissions and economic growth within two phases (formative and expansion) of renewable energy diffusion for three selected countries (France, Spain, and Sweden). The vector autoregression (VAR) model is estimated on the basis of annual data disaggregated into quarterly data. The Granger causality results reveal distinctive differences in the causality patterns across countries and two phases of renewables diffusion. Clean energy consumption contributes to a decline of emissions more clearly in the expansion phase in France and Spain. However, this effect seems to be counteracted by the increases in emissions due to economic growth and non-renewable energy consumption. Therefore, clean energy consumption has not yet led to a decoupling of economic growth from emissions in France and Spain; in contrast, the findings for Sweden evidence such a decoupling due to the neutrality between economic growth and emissions. Generally, the findings show that despite the enormous growth of renewables and active mitigation policies, CO<sub>2</sub> emissions have not substantially decreased in selected countries or globally. Focused and coordinated policy action, not only at the EU level but also globally, is urgently needed to overhaul existing fossil-fuel economies into low-carbon economies and ultimately meet the relevant climate targets.
DOI: 10.5281/zenodo.4495543
title: Impact of Clean Energy on CO2 Emissions and Economic Growth within the Phases of Renewables Diffusion in Selected European Countries

description: This study explores the impact of clean energy and non-renewable energy consumption on CO<sub>2</sub> emissions and economic growth within two phases (formative and expansion) of renewable energy diffusion for three selected countries (France, Spain, and Sweden). The vector autoregression (VAR) model is estimated on the basis of annual data disaggregated into quarterly data. The Granger causality results reveal distinctive differences in the causality patterns across countries and two phases of renewables diffusion. Clean energy consumption contributes to a decline of emissions more clearly in the expansion phase in France and Spain. However, this effect seems to be counteracted by the increases in emissions due to economic growth and non-renewable energy consumption. Therefore, clean energy consumption has not yet led to a decoupling of economic growth from emissions in France and Spain; in contrast, the findings for Sweden evidence such a decoupling due to the neutrality between economic growth and emissions. Generally, the findings show that despite the enormous growth of renewables and active mitigation policies, CO<sub>2</sub> emissions have not substantially decreased in selected countries or globally. Focused and coordinated policy action, not only at the EU level but also globally, is urgently needed to overhaul existing fossil-fuel economies into low-carbon economies and ultimately meet the relevant climate targets.
DOI: 10.5281/zenodo.4480753
title: Apache Software Foundation Incubator Project Sustainability Dataset

description: The data set contains ASF incubator data and the associated scripts using Beautifulsoup, pg8000 packages.
DOI: 10.5281/zenodo.4454569
title: EMG and joint angle data

description: This dataset consists of lower limb EMG data and joint angle data of different healthy subjects for different walking speeds in the treadmill. <em>Note: The EMG data is raw and needs to be high pass filtered, rectification and low pass filtered. Then normalization of the data can be done using <strong>MVC.mat </strong>file (maximum voluntary contraction) provided along with the other data. </em> <strong>Recorded Instruments:</strong> EMG Data: Delsys and the placement of sensors are placed according to SENIAM. Joint kinematics: Xsens. <strong>Speeds:</strong> <strong>Constant: </strong>0.9 km/hr, 1.8 km/hr, 2.7 km/hr, 3.6 km/hr <strong>Varying: </strong>0.9 km/hr (20 seconds) - 1.8 km/hr (20 seconds) - 2.7 km/hr (20 seconds) - 3.6 km/hr (20 seconds) - 2.7 km/hr (20 seconds) -1.8 km/hr (20 seconds) -0.9 km/hr (20 seconds)<strong> </strong>
DOI: 10.5281/zenodo.4431850
title: HAND2 Targets Define a Network of Transcriptional Regulators that Compartmentalize the Early Limb Bud Mesenchyme

description: Highlights • ChIP-seq identifies the CRMs bound by endogenous HAND2 in embryos and limb buds • HAND2 controls key transcriptional regulators acting upstream of SHH in limb buds • These transcriptional circuits define proximal, anterior, and posterior identities • HAND2 establishes anterior and posterior compartments by regulating <em>Gli3</em> and <em>Tbx3</em>
DOI: 10.5281/zenodo.4431849
title: HAND2 Targets Define a Network of Transcriptional Regulators that Compartmentalize the Early Limb Bud Mesenchyme

description: Highlights • ChIP-seq identifies the CRMs bound by endogenous HAND2 in embryos and limb buds • HAND2 controls key transcriptional regulators acting upstream of SHH in limb buds • These transcriptional circuits define proximal, anterior, and posterior identities • HAND2 establishes anterior and posterior compartments by regulating <em>Gli3</em> and <em>Tbx3</em>
DOI: 10.5281/zenodo.4420364
title: InSAR data from 2016 to 2018 for the Tulare Basin in California's Central Valley

description: This file contains InSAR range change observations for the Tulare basin in California's Central Valley. The values are cumulative range change from January 1, 2016 to January 1, 2018. The range change estimates were provided by Tom Farr of CalTech's Jet Propulsion Laboratory.
DOI: 10.5281/zenodo.4420363
title: InSAR data from 2016 to 2018 for the Tulare Basin in California's Central Valley

description: This file contains InSAR range change observations for the Tulare basin in California's Central Valley. The values are cumulative range change from January 1, 2016 to January 1, 2018. The range change estimates were provided by Tom Farr of CalTech's Jet Propulsion Laboratory.
DOI: 10.5281/zenodo.4322380
title: Mental health status of health care professionals during the Covid-19 outbreak The initial study in Qazvin province, Iran

description: This study was conducted to examine the mental health status of health care workers fighting COVID-19 in Qazvin province, Iran.
DOI: 10.5281/zenodo.4322379
title: Mental health status of health care professionals during the Covid-19 outbreak The initial study in Qazvin province, Iran

description: This study was conducted to examine the mental health status of health care workers fighting COVID-19 in Qazvin province, Iran.
DOI: 10.5281/zenodo.4314543
title: CBA source data

description: CBA: Cluster-guided batch alignment for single-cell RNA-seq
DOI: 10.5281/zenodo.4314542
title: CBA source data

description: CBA: Cluster-guided batch alignment for single-cell RNA-seq
DOI: 10.5281/zenodo.4299048
title: Thermographic evaluation of individual protective equipment ergonomics

description: The current dataset represents the results of thermographic evaluation during wearing face masks and respirators of different types. The temperature of the face before and after 20 minutes long wearing of airway individual protective equipment was measured by medical digital infrared thermograph ICI ETI 7320 Pro under controlled environmental conditions. Every pixel of thermogram indicates certain temperature shown with different colours (temperature/colour scale is shown on the right side of every termogram). Study methodology and protocol (in Latvian) are added as well. Additionally, student's scientific work "Face Masks and Respirators in Medicine - Safety, Comfort, and Adverse Health Effects" developed during the study period is shown.
description: Part of the files are in Latvian, nevertheless measurements are readable and noted in English. Data set created as a result of project VPP-COVID-2020/1-0004
DOI: 10.5281/zenodo.4299047
title: Thermographic evaluation of individual protective equipment ergonomics

description: The current dataset represents the results of thermographic evaluation during wearing face masks and respirators of different types. The temperature of the face before and after 20 minutes long wearing of airway individual protective equipment was measured by medical digital infrared thermograph ICI ETI 7320 Pro under controlled environmental conditions. Every pixel of thermogram indicates certain temperature shown with different colours (temperature/colour scale is shown on the right side of every termogram). Study methodology and protocol (in Latvian) are added as well. Additionally, student's scientific work "Face Masks and Respirators in Medicine - Safety, Comfort, and Adverse Health Effects" developed during the study period is shown.
description: Part of the files are in Latvian, nevertheless measurements are readable and noted in English. Data set created as a result of project VPP-COVID-2020/1-0004
DOI: 10.6073/pasta/6ff7ca511b3f29e39412c965d596a0ec
title: Cascade Project at North Temperate Lakes LTER: Nutrients 1991 - 2007

description: Physical and chemical variables are measured at one central station near the deepest point of each lake. In most cases these measurements are made in the morning (0800 to 0900). Vertical profiles are taken at varied depth intervals. Chemical measurements are sometimes made in a pooled mixed layer sample (PML); sometimes in the epilimnion, metalimnion, and hypolimnion; and sometimes in vertical profiles. In the latter case, depths for sampling usually correspond to the surface plus depths of 50percent, 25percent, 10percent, 5percent and 1percent of surface irradiance. The 1991-1999 chemistry data obtained from the Lachat auto-analyzer. Like the process data, there are up to seven samples per sampling date due to Van Dorn collections across a depth interval according to percent irradiance. Voichick and LeBouton (1994) describe the autoanalyzer procedures in detail. Nutrient samples were sent to the Cary Institute of Ecosystem Studies for analysis beginning in 2000. The Kjeldahl method for measuring nitrogen is not used at IES, and so measurements reported from 2000 onwards are Total Nitrogen.
DOI: 10.6084/m9.figshare.14120375
title: Input files for Partial Mantel Tests

description: Input files for partial mantel tests. See "R Code for Partial Mantel Tests" (also found in FigShare) for usage.
DOI: 10.6084/m9.figshare.14120375.v1
title: Input files for Partial Mantel Tests

description: Input files for partial mantel tests. See "R Code for Partial Mantel Tests" (also found in FigShare) for usage.
DOI: 10.6084/m9.figshare.14120363
title: R Code for Partial Mantel Tests

description: An R script to conduct partial mantel tests for the tiger salamander project. Only CM3 and CM4 (which contained paedomorphic taxa) were used in these analyses.
DOI: 10.6084/m9.figshare.14120363.v1
title: R Code for Partial Mantel Tests

description: An R script to conduct partial mantel tests for the tiger salamander project. Only CM3 and CM4 (which contained paedomorphic taxa) were used in these analyses.
DOI: 10.6073/pasta/44ef698f36b6e7ad22fa4b4faa397dba
title: Cascade Project at North Temperate Lakes LTER: Zooplankton 1984 - 2007

description: Zooplankton data from 1984-1995. Sampled approximately weekly with two net hauls through the water column (30 cm diameter net, 80 um mesh). There have been 5 zooplankton counters during this period, so species-level identifications (TAX, below) are not as consistent as those for some of the other datasets. To standardize across counters, I have assigned higher-level taxonomic categories for a few "confusing" taxa; these identifications can be found in the column LLTAX, below. Sampling Frequency: varies Number of sites: 5
DOI: 10.6084/m9.figshare.3761562.v1787
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.5281/zenodo.4563161
title: ARTE: Automated Generation of Realistic Test Inputs for Web APIs

description: Approach for the automated extraction of realistic test data for web APIs from knowledge bases like DBPedia. Specifically, ARTE leverages the specification of the API parameters to automatically search for realistic test inputs using natural language processing, search-based and knowledge extraction techniques.
DOI: 10.5281/zenodo.4563160
title: ARTE: Automated Generation of Realistic Test Inputs for Web APIs

description: Approach for the automated extraction of realistic test data for web APIs from knowledge bases like DBPedia. Specifically, ARTE leverages the specification of the API parameters to automatically search for realistic test inputs using natural language processing, search-based and knowledge extraction techniques.
DOI: 10.5281/zenodo.4563176
title: Application of a Partial Convolutional Neural Network for Estimating Missing Remote Sensing Data (sample data and model outputs)

description: We implemented a partial convolutional neural network for the imputation of missing remote sensing data. The data set is saved as comma-separated values (CSV) format and comprise of: 1. 54 sample cases of GOCI input data (with NaN regions) for 2018 2. Output of Kriging and Partial CNN imputation of the respective GOCI input samples 3. Topology (used as input for the Partial CNN model), Latitude, and Longitude of the respective GOCI data.