cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10322572
title: Techno-economic dataset for Brazilian energy system modelling considering climate change and extreme drought impact

description: This material has been produced under the Climate Compatible Growth (CCG) programme, which brings together leading research organizations and is led out of the STEER centre, Loughborough University. CCG is funded by UK aid from the UK government. However, the views expressed herein do not necessarily reflect the UK government's official policies. This work was developed with the Energy Transition Council (ETC), which assisted in identifying needed research areas and connected to relevant stakeholders for a discussion on essential aspects of research.
description: This dataset contains the following: 

BAU: Copy of Brazil BAU from Dias, B. et al. (2023) 'Brazilian Starter Data Kit Update to Support the Paper "Integrated LongTerm Expansion Planning and Short-Term Operation Assessment for Decarbonisation Pathways in Brazil Considering Utility-Scale Storage"'. Available at: https://doi.org/10.5281/ZENODO.7790448.
40VRE: Copy of Brazil 40VRE used in Dias, B. et al. (2023) 'Brazilian Starter Data Kit Update to Support the Paper "Integrated LongTerm Expansion Planning and Short-Term Operation Assessment for Decarbonisation Pathways in Brazil Considering Utility-Scale Storage"'. Available at: https://doi.org/10.5281/ZENODO.7790448.
BAUCC: BAU including climate change impact on hydropower as per IEA estimations (8% decrease in capacity factor of PWRHYD 1, 2, 3)
BAUED: BAU including climate change and extreme drought compounded impact as per paper methodology according to location & size of hydropower plant
40VRECC: 40VRE including climate change impact on hydropower as per IEA estimations (8% decrease in capacity factor of PWRHYD 1, 2, 3)
40VRECC: 40VRE including climate change and extreme drought compounded impact as per paper methodology according to location & size of hydropower plant
DOI: 10.25573/data.10042688.v24
title: San Lorenzo Crane_Wind Speed

description: San Lorenzo (Formerly know as Fort Sherman) Canopy Access Crane. <br><br>Wind speed, interval max/min/avg<br>Established in 1997, the San Lorenzo canopy crane (9.281031°, -79.974518°) is located approximately 11 km South West from the city of Colon, in the middle the Parque Natural San Lorenzo (formerly known as Fort Sherman) and is surrounded by 300-year old, low-land tropical rainforest
DOI: 10.25573/data.10042691.v23
title: San Lorenzo Crane_Relative Humidity

description: San Lorenzo (Formerly know as Fort Sherman) Canopy Access Crane. <br><br>Relative humidity, interval max/min/avg<br>Established in 1997, the San Lorenzo canopy crane (9.281031°, -79.974518°) is located approximately 11 km South West from the city of Colon, in the middle the Parque Natural San Lorenzo (formerly known as Fort Sherman) and is surrounded by 300-year old, low-land tropical rainforest
DOI: 10.25573/data.10042694.v24
title: San Lorenzo Crane_Air Temperature

description: San Lorenzo (Formerly know as Fort Sherman) Canopy Access Crane. <br><br>Air temperature, interval max/min/avg<br><br>Established in 1997, the San Lorenzo canopy crane (9.281031°, -79.974518°) is located approximately 11 km South West from the city of Colon, in the middle the Parque Natural San Lorenzo (formerly known as Fort Sherman) and is surrounded by 300-year old, low-land tropical rainforest
DOI: 10.25573/data.10042679.v24
title: San Lorenzo Crane_Precipitation

description: San Lorenzo (Formerly know as Fort Sherman) Canopy Access Crane. <br><br>Precipitation, interval total<br>Established in 1997, the San Lorenzo canopy crane (9.281031°, -79.974518°) is located approximately 11 km South West from the city of Colon, in the middle the Parque Natural San Lorenzo (formerly known as Fort Sherman) and is surrounded by 300-year old, low-land tropical rainforest
DOI: 10.21227/qghz-es51
title: bb

description: Since the majority of people have smartphones, the Hb level can be determined using the smartphone's video through PPG signal as opposed to the traditional approaches, which still require the use of a needle to puncture a vein. This study enrolled 108 subjects who underwent a clinical test, with their hemoglobin (Hb) level within the range of 6.6 to 16.5 g/dL. To mitigate potential variability in Hb levels during a brief period, 15-second recordings of the pointer finger were captured by utilizing a smartphone prior to the clinical test.  When the user places their finger on the phone's camera to record data, the camera flashlight briefly illuminates the area. The captured video is transformed to 60 fps as capturing a PPG signal at 60 fps provides a more detailed and accurate representation of changes in blood volume and heart rate compared to a lower frame rate
DOI: 10.6084/m9.figshare.24977784
title: Supplementary Figure 2

description: Dorsalization and rostralization of the culture. Quantification of the proportion of ventral-most interneuron progenitors identified as NKX2.2+ cells.
DOI: 10.6084/m9.figshare.24977784.v1
title: Supplementary Figure 2

description: Dorsalization and rostralization of the culture. Quantification of the proportion of ventral-most interneuron progenitors identified as NKX2.2+ cells.
DOI: 10.5281/zenodo.10491869
title: Polytopic Autoencoders with Smooth Clustering for Reduced-order Modelling of Flows

description: This repository contains simulation code files for results introduced in the paper "Polytopic Autoencoders with Smooth Clustering for Reduced-order Modelling of Flows". (J. Heiland and Y. Kim)
DOI: 10.22008/fk2/eloc9p
title: Geologisk kort over Danmark, 1:50 000. Kortbladet 1115 III Ulfborg

description: Quaternary, glacial deposits, glacial deformation, Holocene deposits
DOI: 10.5281/zenodo.10491709
title: Polytopic Autoencoders with Smooth Clustering for Reduced-order Modelling of Flows

description: This repository contains simulation code files for results introduced in the paper "Polytopic Autoencoders with Smooth Clustering for Reduced-order Modelling of Flows". (J. Heiland and Y. Kim)
DOI: 10.5281/zenodo.10491708
title: Polytopic Autoencoders with Smooth Clustering for Reduced-order Modelling of Flows

description: This repository contains simulation code files for results introduced in the paper "Polytopic Autoencoders with Smooth Clustering for Reduced-order Modelling of Flows". (J. Heiland and Y. Kim)
DOI: 10.4121/df349dfc-9668-4169-a7d6-9852d68b4adf.v1
title: Data underlying the publication: Building a Mycenaean chamber tomb catalogue from terrestrial laser scan data

description: The Aidonia cemetery is an archeological site on the Peleponnese Peninsula in Greece. It was constructed in the Late Bronze Age and consists of chamber tombs dug into rock outcrops. In August 2019, a team of researchers from TU Delft and University of Stavanger acquired detailed 3D scan data of the Aidonia site using a Leica P40 laser scanner. The team scanned the site from 51 scan positions. 29 positions were focusing on the chamber tombs while the other 22 positions sampled the overall cemetery setting. The scans were combined in a common coordinate system providing a point cloud consisting of ~5.9 billion points. Analysis of the point cloud notably provided insight in the architectural setting and current status of the different tombs. The data set in this repository consist of the raw, aligned point cloud. A detailed description of the point cloud data and its application in documenting the status of the Aidoinia cemetery can be found in the linked reference.<br>
DOI: 10.3886/icpsr37887.v7
title: Michigan Automated Prescription System (MAPS), January 2014-June 2022
title: Version 7

description: Michigan Automated Prescription System (MAPS) is Michigan's prescription monitoring program used to track controlled substances and Schedule 2-5 drugs. Prescribers, dispensers, and practitioners use the tool to assess patient risk and analyze controlled substance use history. They obtain information on controlled substances and Schedule 2-5 drugs that have been dispensed. The portal is also used to prevent drug abuse and diversion at the prescriber, pharmacy, and patient levels. The MAPS portal is administered by the Michigan Department of Licensing and Regulatory Affairs and maintained by Appriss Health. Gov. Rick Snyder formed the Michigan Prescription Drug and Opioid Abuse Task Force in June 2015 and one of their key recommendations was to update and replace the former MAPS platform. The governor also established the Prescription Drug and Opioid Abuse Commission to continue the work initiated by the task force. In addition to the new system and the work of the commission, the Snyder Administration along with a group of bipartisan legislators focused on building on the state's aim to tackle the opioid crisis.
description: According to the Michigan Department of Health and Human Services website: "Michigan has a tool that helps prescribers identify patients that may be improperly seeking medication. This is Michigan's prescription drug monitoring program called the Michigan Automated Prescription System (MAPS). MAPS is used to identify and prevent drug diversion at the prescriber, pharmacy, and patient level."
description: Datasets: DS1: Michigan Automated Prescription System (MAPS), January 2014-June 2022
description: Smallest Geographic Unit: City
description: For general information about the data, visit the Michigan LARA website.The law that covers MAPS is available to view on the Michigan Legislature website.For variable and codebook information, please see ICPSR 37833.This study has been updated to include data up to June 2022.
DOI: 10.3886/icpsr37887.v8
title: Michigan Automated Prescription System (MAPS), January 2014-September 2022
title: Version 8

description: Michigan Automated Prescription System (MAPS) is Michigan's prescription monitoring program used to track controlled substances and Schedule 2-5 drugs. Prescribers, dispensers, and practitioners use the tool to assess patient risk and analyze controlled substance use history. They obtain information on controlled substances and Schedule 2-5 drugs that have been dispensed. The portal is also used to prevent drug abuse and diversion at the prescriber, pharmacy, and patient levels. The MAPS portal is administered by the Michigan Department of Licensing and Regulatory Affairs and maintained by Appriss Health. Gov. Rick Snyder formed the Michigan Prescription Drug and Opioid Abuse Task Force in June 2015 and one of their key recommendations was to update and replace the former MAPS platform. The governor also established the Prescription Drug and Opioid Abuse Commission to continue the work initiated by the task force. In addition to the new system and the work of the commission, the Snyder Administration along with a group of bipartisan legislators focused on building on the state's aim to tackle the opioid crisis.
description: According to the Michigan Department of Health and Human Services website: "Michigan has a tool that helps prescribers identify patients that may be improperly seeking medication. This is Michigan's prescription drug monitoring program called the Michigan Automated Prescription System (MAPS). MAPS is used to identify and prevent drug diversion at the prescriber, pharmacy, and patient level."
description: Datasets: DS1: Michigan Automated Prescription System (MAPS), January 2014-September 2022
description: Smallest Geographic Unit: City
description: For general information about the data, visit the Michigan LARA website.The law that covers MAPS is available to view on the Michigan Legislature website.For variable and codebook information, please see ICPSR 37833.This study has been updated to include data up to September 2022.
DOI: 10.3886/icpsr37887.v3
title: Michigan Automated Prescription System (MAPS), January 2014-June 2021
title: Version 3

description: Michigan Automated Prescription System (MAPS) is Michigan's prescription monitoring program used to track controlled substances and Schedule 2-5 drugs. Prescribers, dispensers, and practitioners use the tool to assess patient risk and analyze controlled substance use history. They obtain information on controlled substances and Schedule 2-5 drugs that have been dispensed. The portal is also used to prevent drug abuse and diversion at the prescriber, pharmacy, and patient levels. The MAPS portal is administered by the Michigan Department of Licensing and Regulatory Affairs and maintained by Appriss Health. Gov. Rick Snyder formed the Michigan Prescription Drug and Opioid Abuse Task Force in June 2015 and one of their key recommendations was to update and replace the former MAPS platform. The governor also established the Prescription Drug and Opioid Abuse Commission to continue the work initiated by the task force. In addition to the new system and the work of the commission, the Snyder Administration along with a group of bipartisan legislators focused on building on the state's aim to tackle the opioid crisis.
description: According to the Michigan Department of Health and Human Services website: "Michigan has a tool that helps prescribers identify patients that may be improperly seeking medication. This is Michigan's prescription drug monitoring program called the Michigan Automated Prescription System (MAPS). MAPS is used to identify and prevent drug diversion at the prescriber, pharmacy, and patient level."
description: Datasets: DS1: Michigan Automated Prescription System (MAPS), January 2014-June 2021
description: Smallest Geographic Unit: City
description: For general information about the data, visit the Michigan LARA website.The law that covers MAPS is available to view on the Michigan Legislature website.For variable and codebook information, please see ICPSR 37833.This study has been updated to include data up to June 2021.
DOI: 10.3886/icpsr37887.v4
title: Michigan Automated Prescription System (MAPS), January 2014-September 2021
title: Version 4

description: Michigan Automated Prescription System (MAPS) is Michigan's prescription monitoring program used to track controlled substances and Schedule 2-5 drugs. Prescribers, dispensers, and practitioners use the tool to assess patient risk and analyze controlled substance use history. They obtain information on controlled substances and Schedule 2-5 drugs that have been dispensed. The portal is also used to prevent drug abuse and diversion at the prescriber, pharmacy, and patient levels. The MAPS portal is administered by the Michigan Department of Licensing and Regulatory Affairs and maintained by Appriss Health. Gov. Rick Snyder formed the Michigan Prescription Drug and Opioid Abuse Task Force in June 2015 and one of their key recommendations was to update and replace the former MAPS platform. The governor also established the Prescription Drug and Opioid Abuse Commission to continue the work initiated by the task force. In addition to the new system and the work of the commission, the Snyder Administration along with a group of bipartisan legislators focused on building on the state's aim to tackle the opioid crisis.
description: According to the Michigan Department of Health and Human Services website: "Michigan has a tool that helps prescribers identify patients that may be improperly seeking medication. This is Michigan's prescription drug monitoring program called the Michigan Automated Prescription System (MAPS). MAPS is used to identify and prevent drug diversion at the prescriber, pharmacy, and patient level."
description: Datasets: DS1: Michigan Automated Prescription System (MAPS), January 2014-September 2021
description: Smallest Geographic Unit: City
description: For general information about the data, visit the Michigan LARA website.The law that covers MAPS is available to view on the Michigan Legislature website.For variable and codebook information, please see ICPSR 37833.This study has been updated to include data up to September 2021.
DOI: 10.3886/icpsr37887.v5
title: Michigan Automated Prescription System (MAPS), January 2014-December 2021
title: Version 5

description: Michigan Automated Prescription System (MAPS) is Michigan's prescription monitoring program used to track controlled substances and Schedule 2-5 drugs. Prescribers, dispensers, and practitioners use the tool to assess patient risk and analyze controlled substance use history. They obtain information on controlled substances and Schedule 2-5 drugs that have been dispensed. The portal is also used to prevent drug abuse and diversion at the prescriber, pharmacy, and patient levels. The MAPS portal is administered by the Michigan Department of Licensing and Regulatory Affairs and maintained by Appriss Health. Gov. Rick Snyder formed the Michigan Prescription Drug and Opioid Abuse Task Force in June 2015 and one of their key recommendations was to update and replace the former MAPS platform. The governor also established the Prescription Drug and Opioid Abuse Commission to continue the work initiated by the task force. In addition to the new system and the work of the commission, the Snyder Administration along with a group of bipartisan legislators focused on building on the state's aim to tackle the opioid crisis.
description: According to the Michigan Department of Health and Human Services website: "Michigan has a tool that helps prescribers identify patients that may be improperly seeking medication. This is Michigan's prescription drug monitoring program called the Michigan Automated Prescription System (MAPS). MAPS is used to identify and prevent drug diversion at the prescriber, pharmacy, and patient level."
description: Datasets: DS1: Michigan Automated Prescription System (MAPS), January 2014-December 2021
description: Smallest Geographic Unit: City
description: For general information about the data, visit the Michigan LARA website.The law that covers MAPS is available to view on the Michigan Legislature website.For variable and codebook information, please see ICPSR 37833.This study has been updated to include data up to December 2021.
DOI: 10.3886/icpsr37887.v6
title: Michigan Automated Prescription System (MAPS), January 2014-March 2022
title: Version 6

description: Michigan Automated Prescription System (MAPS) is Michigan's prescription monitoring program used to track controlled substances and Schedule 2-5 drugs. Prescribers, dispensers, and practitioners use the tool to assess patient risk and analyze controlled substance use history. They obtain information on controlled substances and Schedule 2-5 drugs that have been dispensed. The portal is also used to prevent drug abuse and diversion at the prescriber, pharmacy, and patient levels. The MAPS portal is administered by the Michigan Department of Licensing and Regulatory Affairs and maintained by Appriss Health. Gov. Rick Snyder formed the Michigan Prescription Drug and Opioid Abuse Task Force in June 2015 and one of their key recommendations was to update and replace the former MAPS platform. The governor also established the Prescription Drug and Opioid Abuse Commission to continue the work initiated by the task force. In addition to the new system and the work of the commission, the Snyder Administration along with a group of bipartisan legislators focused on building on the state's aim to tackle the opioid crisis.
description: According to the Michigan Department of Health and Human Services website: "Michigan has a tool that helps prescribers identify patients that may be improperly seeking medication. This is Michigan's prescription drug monitoring program called the Michigan Automated Prescription System (MAPS). MAPS is used to identify and prevent drug diversion at the prescriber, pharmacy, and patient level."
description: Datasets: DS1: Michigan Automated Prescription System (MAPS), January 2014-March 2022
description: Smallest Geographic Unit: City
description: For general information about the data, visit the Michigan LARA website.The law that covers MAPS is available to view on the Michigan Legislature website.For variable and codebook information, please see ICPSR 37833.This study has been updated to include data up to March 2022.
DOI: 10.3886/icpsr37887.v1
title: Michigan Automated Prescription System (MAPS), January 2014-August 2020 Data
title: Version 1

description: Michigan Automated Prescription System (MAPS) is Michigan's prescription monitoring program used to track controlled substances and Schedule 2-5 drugs. Prescribers, dispensers, and practitioners use the tool to assess patient risk and analyze controlled substance use history. They obtain information on controlled substances and Schedule 2-5 drugs that have been dispensed. The portal is also used to prevent drug abuse and diversion at the prescriber, pharmacy, and patient levels. The MAPS portal is administered by the Michigan Department of Licensing and Regulatory Affairs and maintained by Appriss Health. Gov. Rick Snyder formed the Michigan Prescription Drug and Opioid Abuse Task Force in June 2015 and one of their key recommendations was to update and replace the former MAPS platform. The governor also established the Prescription Drug and Opioid Abuse Commission to continue the work initiated by the task force. In addition to the new system and the work of the commission, the Snyder Administration along with a group of bipartisan legislators focused on building on the state's aim to tackle the opioid crisis.
description: According to the Michigan Department of Health and Human Services website: "Michigan has a tool that helps prescribers identify patients that may be improperly seeking medication. This is Michigan's prescription drug monitoring program called the Michigan Automated Prescription System (MAPS). MAPS is used to identify and prevent drug diversion at the prescriber, pharmacy, and patient level."
description: Datasets: DS1: Dataset
description: Smallest Geographic Unit: City
DOI: 10.3886/icpsr37887.v2
title: Michigan Automated Prescription System (MAPS), January 2014-March 2021
title: Version 2

description: Michigan Automated Prescription System (MAPS) is Michigan's prescription monitoring program used to track controlled substances and Schedule 2-5 drugs. Prescribers, dispensers, and practitioners use the tool to assess patient risk and analyze controlled substance use history. They obtain information on controlled substances and Schedule 2-5 drugs that have been dispensed. The portal is also used to prevent drug abuse and diversion at the prescriber, pharmacy, and patient levels. The MAPS portal is administered by the Michigan Department of Licensing and Regulatory Affairs and maintained by Appriss Health. Gov. Rick Snyder formed the Michigan Prescription Drug and Opioid Abuse Task Force in June 2015 and one of their key recommendations was to update and replace the former MAPS platform. The governor also established the Prescription Drug and Opioid Abuse Commission to continue the work initiated by the task force. In addition to the new system and the work of the commission, the Snyder Administration along with a group of bipartisan legislators focused on building on the state's aim to tackle the opioid crisis.
description: According to the Michigan Department of Health and Human Services website: "Michigan has a tool that helps prescribers identify patients that may be improperly seeking medication. This is Michigan's prescription drug monitoring program called the Michigan Automated Prescription System (MAPS). MAPS is used to identify and prevent drug diversion at the prescriber, pharmacy, and patient level."
description: Datasets: DS1: Michigan Automated Prescription System (MAPS), January 2014-March 2021
description: Smallest Geographic Unit: City
description: For general information about the data, visit the Michigan LARA website.The law that covers MAPS is available to view on the Michigan Legislature website.For variable and codebook information, please see ICPSR 37833.This study has been updated to include data up to March 2021.
DOI: 10.34740/kaggle/dsv/7382070
title: Coin Price (قیمت سکه (تمام، نیم و ربع) و حباب سکه)