cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.6210872
title: Information content of global ecosystem service databases and their suitability for decision advice – data repository

description: The concept of ecosystem services (ES) is attracting increased attention as a way to communicate the value of nature for human well-being by using a language that reflects dominant political and economic views. Progress in ES research has been rapid (Guerry et al. 2015), and there is an increasing information demand for diverse groups of decision makers (Schaefer et al. 2015; Bouwma et al. 2017). Incorporating ES information into decision making, however, is a long-term project and requires successfully addressing a number of challenges. One challenge is to efficiently exploit available information sources for decision advice. In Schmidt and Seppelt (2018) we reviewed how information contained in ES databases can support policy instruments to better take nature’s benefits into account. Here the data compiled within Schmidt and Seppelt (2018) was made available. In total 29 databases with global coverage were reviewed that contain information of 36,014 studies, projects and methods within more than 600,000 entries. Additionally, I identified 93 indicators of information demand for six major policy instruments which deal with or are directly related to the use of natural resources or land. Database entries were than matched with indicators of information demand. The resulting dataset encompasses the total number of data entries of ES databases that could be thematically linked to information requirements from indicators of information demand. Also, data was made available that provides broader insights into the content, design and impact of reviewed ES databases. Facilitating data discovery and linking ES databases with policy instruments are essential steps for the incorporation of ES information into decision making. <br>
DOI: 10.6084/m9.figshare.6210872.v3
title: Information content of global ecosystem service databases and their suitability for decision advice – data repository

description: The concept of ecosystem services (ES) is attracting increased attention as a way to communicate the value of nature for human well-being by using a language that reflects dominant political and economic views. Progress in ES research has been rapid (Guerry et al. 2015), and there is an increasing information demand for diverse groups of decision makers (Schaefer et al. 2015; Bouwma et al. 2017). Incorporating ES information into decision making, however, is a long-term project and requires successfully addressing a number of challenges. One challenge is to efficiently exploit available information sources for decision advice. In Schmidt and Seppelt (2018) we reviewed how information contained in ES databases can support policy instruments to better take nature’s benefits into account. Here the data compiled within Schmidt and Seppelt (2018) was made available. In total 29 databases with global coverage were reviewed that contain information of 36,014 studies, projects and methods within more than 600,000 entries. Additionally, I identified 93 indicators of information demand for six major policy instruments which deal with or are directly related to the use of natural resources or land. Database entries were than matched with indicators of information demand. The resulting dataset encompasses the total number of data entries of ES databases that could be thematically linked to information requirements from indicators of information demand. Also, data was made available that provides broader insights into the content, design and impact of reviewed ES databases. Facilitating data discovery and linking ES databases with policy instruments are essential steps for the incorporation of ES information into decision making. <br>
DOI: 10.48668/ynpbag/prfplw
title: friends.rds

description: :unav
DOI: 10.48668/ynpbag/phj16x
title: preprocess.r

description: :unav
DOI: 10.48668/ynpbag/2mj8fn
title: clean.r

description: :unav
DOI: 10.48668/ynpbag/u2eevr
title: TableFig.r

description: :unav
DOI: 10.48668/ynpbag/4j5whc
title: data_model.Rdata

description: :unav
DOI: 10.48668/ynpbag/jsaixk
title: sampledRTs.Rdata

description: :unav
DOI: 10.48668/ynpbag
title: Twitter Diffusion Data

description: Replication dataset and code for: Liang, H. (2021). Decreasing social contagion effects in diffusion cascades: Modeling message spreading on social media. Telematics and Informatics. https://doi.org/10.1016/j.tele.2021.101623 Using preprocess.r (R code) to convert "sampleRTs.Rdata" (origional retweets) to diffusion cascades. "data_model.Rdata" is the dataset to generate all figures and tables in the article.
DOI: 10.6084/m9.figshare.17211962
title: ESM from Chiral mode transfer of symmetry-broken states.m from Chiral mode transfer of symmetry-broken states in anti-parity-time-symmetric mechanical system

description: Codes to reproduce the results of this article
DOI: 10.6084/m9.figshare.17211962.v1
title: ESM from Chiral mode transfer of symmetry-broken states.m from Chiral mode transfer of symmetry-broken states in anti-parity-time-symmetric mechanical system

description: Codes to reproduce the results of this article
DOI: 10.5281/zenodo.5785493
title: Administrative OpenStack Traffic

description: This is a simple dataset which groups the administrative network traffic volume from OpenStack clouds by Virtual Machine (VM) operations. This dataset considers ten different images of OS for the VMs.
DOI: 10.14469/hpc/9987
title: Computational Coordinates (XYZ)

description: Computational Coordinates for Stationary Points Featured in Figure 4.
DOI: 10.15468/dl.tcxewu
title: Occurrence Download

description: A dataset listing the 994 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.21401 37.10253,-5.56066 37.10253,-5.56066 37.35006,-6.21401 37.35006,-6.21401 37.10253))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2018-2021"
 ]
}

 The dataset's 994 records were derived from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284151-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cb4ibv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipterocarpus pilosus Roxb.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080390-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wy2mq7
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pavo muticus Linnaeus, 1766"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265951-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0xrh3i
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyprinella xanthicara (Minckley & Lytle, 1969)"
 ]
}

 The dataset includes 61 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008441-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7s4ur
title: Occurrence Download

description: A dataset containing 56959569 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum invalid",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Coordinate accuracy invalid",
 "Issue is Coordinate precision/uncertainty mismatch",
 "Issue is Footprint SRS invalid",
 "Issue is Footprint WKT invalid",
 "Issue is Country mismatch",
 "Issue is Country invalid",
 "Issue is Country derived from coordinates",
 "Issue is Continent country mismatch",
 "Issue is Continent invalid",
 "Issue is Continent derived from coordinates",
 "Issue is Depth not metric",
 "Issue is Depth unlikely",
 "Issue is Depth min max swapped",
 "Issue is Depth non numeric",
 "Issue is Elevation unlikely",
 "Issue is Elevation min max swapped",
 "Issue is Elevation not metric",
 "Issue is Elevation non numeric",
 "Issue is Modified date invalid",
 "Issue is Modified date unlikely",
 "Issue is Identified date invalid",
 "Issue is Type status invalid",
 "Issue is Multimedia date invalid",
 "Issue is Multimedia URI invalid",
 "Issue is References URI invalid",
 "Issue is Error during interpretation",
 "Issue is Occurrence status inferred from individual count",
 "Issue is ccurrence status inferred from basis of record",
 "Issue is Georeferenced date unlikely",
 "Issue is Georeferenced date invalid",
 "Issue is Ambiguous institution",
 "Issue is Ambiguous collection",
 "Issue is Institution match none",
 "Issue is Collection match none",
 "Issue is Institution match fuzzy",
 "Issue is Collection match fuzzy",
 "Issue is Institution collection mismatch",
 "Issue is Possibly on loan",
 "Issue is Different owner institution"
 ]
 },
 {
 "or" : [
 "License is CC0 1.0",
 "License is CC-BY 4.0",
 "License is CC-BY-NC 4.0"
 ]
 },
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Magnoliopsida",
 "TaxonKey is Liliopsida",
 "TaxonKey is Pinopsida",
 "TaxonKey is Gnetopsida",
 "TaxonKey is Cycadopsida",
 "TaxonKey is Ginkgoopsida"
 ]
 },
 "Year 1980-2021"
 ]
}

 The dataset includes 56959569 records from 577 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003208-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnzz5u
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elymus pulanensis (H.L.Yang) S.L.Chen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322274-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rhvjn
title: Occurrence Download

description: A dataset containing 98909 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorbus torminalis (L.) Crantz"
 ]
}

 The dataset includes 98909 records from 322 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009317-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sssfbb
title: Occurrence Download

description: A dataset containing 7880 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula medium L."
 ]
}

 The dataset includes 7880 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284140-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gn3xek
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Geometry POLYGON((-99.93164 20.21484,-97.00928 18.01758,-90.81299 16.17188,-89.31885 14.89746,-85.89111 13.40332,-84.30908 10.19531,-82.24365 8.56934,-80.57373 8.56934,-79.12354 9.18457,-77.76123 8.4375,-75.67383 6.15234,-64.77539 -1.93359,-46.14258 -26.54297,-37.88086 -24.96094,-30.32227 -17.92969,-29.44336 -5.80078,-42.80273 6.85547,-58.0957 33.92578,-100.2832 34.27734,-99.93164 20.21484))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Porphyrocrinus daniellalevyae Messing, 2016"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077889-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxb76t
title: Occurrence Download

description: A dataset containing 9486 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Japan",
 "Country is China",
 "Country is Korea, Republic of"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Reynoutria japonica Houtt."
 ]
}

 The dataset includes 9486 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073994-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrqyeh
title: Occurrence Download

description: A dataset containing 302312 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asio otus (Linnaeus, 1758)"
 ]
}

 The dataset includes 302312 records from 640 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015171-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.3080801
title: The sonic instructor: a music-based biofeedback system for improving weightlifting technique

description: Crossfit_audio.zip =  Ableton project containing the music file and the Max4Live patch controlling sonification.

all_participants_data.zip =  raw .txt files for all participants
DOI: 10.5281/zenodo.3080800
title: The sonic instructor: a music-based biofeedback system for improving weightlifting technique

description: Crossfit_audio.zip = Ableton project containing the music file and the Max4Live patch controlling sonification. all_participants_data.zip = raw .txt files for all participants questionnaires.zip = print screen of questionnaires google forms
DOI: 10.14458/rsu.res.2019.180
title: The Changing Scenario of Geriatric Orthopedics- Is Wholistic Orthopedics the Answer?
DOI: 10.14458/rsu.res.2019.131
title: Morpheus Hotel in Macau the World s First Free-Form High-rise Exoskeleton by Zaha Hadid Architects
title: the ??World??s First Free-Form High-rise Exoskeleton? by Zaha Hadid Architects
DOI: 10.14458/rsu.res.2019.132
title: Nanomedicine- Are There Safety Concerns?
DOI: 10.14458/rsu.res.2019.184
title: The Crucial Factors of Cobalamin (Vitamin B12) Deficiency in Elderly
DOI: 10.14458/rsu.res.2019.186
title: The Design of Intercultural Communication Course of Chinese teaching in Thailand
DOI: 10.14458/rsu.res.2019.134
title: Overview of Modern Liberalism Theories about the Impact of Economic Reform Vietnam
DOI: 10.14458/rsu.res.2019.135
title: Personal Factors Affecting to Financial Planning of Thai People
DOI: 10.14458/rsu.res.2019.136
title: Perspectives on Railway Condition Monitoring.
DOI: 10.14458/rsu.res.2019.137
title: Ping An Hui Pu Performance Appraisal System Research
title: China
DOI: 10.14458/rsu.res.2019.199
title: The Innovative Professional Accounting Camp
DOI: 10.14458/rsu.res.2019.139
title: Prediction of Two-phase Pressure Drop for Air-water Flow through U-bends using the Artificial Neural Network (ANN)
DOI: 10.14458/rsu.res.2019.141
title: Prevalence and Pattern of Tooth Agenesis in Non-syndromic Thai Dental Patients
DOI: 10.14458/rsu.res.2019.202
title: The New Trend of Culture in the New Era: Interaction and Transformation between Western ??Individualism? and Eastern ??Collectivism?
DOI: 10.14458/rsu.res.2019.203
title: The Opportunities for the Tourism Industry Enhanced by Social Media: Cultural and Heritage Tourism Products in Thailand
DOI: 10.14458/rsu.res.2019.205
title: The Perceived Aesthetic Experience in the context of Tactile Art among Visually Impaired Individuals in The Philippines
DOI: 10.14458/rsu.res.2019.206
title: The Philosophy of Sufficiency Economy and Its Influence on the Development of Hospitality Industry in Thailand
DOI: 10.14458/rsu.res.2019.207
title: The Problems of Cross-border logistics between Thailand ?
DOI: 10.14458/rsu.res.2019.209
title: The Renowned Route of Heritage: from Bangkok to Hua Hin
DOI: 10.14458/rsu.res.2019.147
title: Recombinant Protein Production of Von Willebrand Factor Type D Domain of Fenneropenaeus Merguiensis Vitellogenin
DOI: 10.14458/rsu.res.2019.196
title: The impact of climate change policy by enhancing  Aviation Emission on Data System in Thailand
DOI: 10.14458/rsu.res.2019.211
title: The Role of PIWI and piRNAs in Modulating Microglial Activation
DOI: 10.14458/rsu.res.2019.213
title: The Stimulus of Globalization on Quality of Governance: Evidence from ASEAN Countries
DOI: 10.14458/rsu.res.2019.149
title: Remodeling old Structure to Boutique and Budget Hotel:  Case Study: I River Chiang Mai Hotel Thailand
title: Thailand
DOI: 10.14458/rsu.res.2019.218
title: The Study of EFL Students?? Participation into Evaluation and Use of the Course book for the General English Course: A Case at a Vietnamese University
DOI: 10.14458/rsu.res.2019.151
title: Research on Brand Symbol in the Marketing Process of Furniture Enterprises
DOI: 10.14458/rsu.res.2019.152
title: Research on Chinese Education in Universities in Hanoi
title: Vietnam  in the Background of ??Belt and Road?
DOI: 10.14458/rsu.res.2019.153
title: Research on Sino-Vietnamese trade cooperation under the framework  of interdependence theory
DOI: 10.14458/rsu.res.2019.154
title: Research on the Influence of Logistics Service Quality of Cross-border E-commerce Platform on Customer Loyalty
DOI: 10.14458/rsu.res.2019.155
title: Research on the Relationship between Corporate Social Responsibility and Consumers?? Purchase Intention: Taking Brand Relationship Quality as Mediator
DOI: 10.14458/rsu.res.2019.219
title: The Study of Experiential Marketing in Chinese Tea E-Commerce - The Case of GuangXi Yihealth Tea Company
DOI: 10.14458/rsu.res.2019.220
title: The Study of Satisfaction toward Chinese Course -The Case of Wat Aiyikaram School of Thailand
DOI: 10.14458/rsu.res.2019.221
title: The Study of the History and the Characteristic of the Glorious Wall Paintings of Bundi Chitrasala
DOI: 10.14458/rsu.res.2019.157
title: Role of RNA Editing of Cav1.3 Channels in Learning and Memory
DOI: 10.14458/rsu.res.2019.158
title: Seismic Hazard and Micro-Risk Zonation in NCT of Delhi
DOI: 10.14458/rsu.res.2019.159
title: Skin Samples Preparation Using 3D Bioprinting Technology
DOI: 10.14458/rsu.res.2019.223
title: The Sustainable Development of Banpupaksai Village
title: Petchaboon
DOI: 10.14458/rsu.res.2019.224
title: The Three-Tier Diagnostic Instrument: Using Rasch Analysis to Develop and Assess K-10 Students?? Alternative Conceptions on Force Concept
DOI: 10.14458/rsu.res.2019.225
title: The Use of Communication Strategies and Digital Media as Tools to Promote Agro Tourism Managed by Community Enterprises in Phetchaburi  Province
DOI: 10.14458/rsu.res.2019.226
title: The Use of Facebook Supplemented Face-to-Face Instruction to Enhance English Grammar and Reading Comprehension Performance and Attitudes of Low-Intermediate EFL Students
DOI: 10.14458/rsu.res.2019.161
title: Some Problems on Modernization of Japan after Meiji Reformation Especially Concerning her Relations with Asian Countries
DOI: 10.14458/rsu.res.2019.162
title: State of Art for Helminthiasis in Northern Thailand
DOI: 10.14458/rsu.res.2019.163
title: Structure from Motion of an urban area on ground level perspective with an absent of control point
DOI: 10.14458/rsu.res.2019.164
title: Students?? Knowledge and Attitudes towards HIV and AIDS:  An Analysis on their Values System
DOI: 10.14458/rsu.res.2019.231
title: Transformation towards digital economy
DOI: 10.14458/rsu.res.2019.170
title: Target Language Adaptation in Thai Dish Name Translation
DOI: 10.14458/rsu.res.2019.171
title: Teaching Interpersonal Communication to Digital Natives
DOI: 10.14458/rsu.res.2019.233
title: Using Predictive Models to Predict Outpatient Volume in Thailand using R Programming
DOI: 10.14458/rsu.res.2019.234
title: Value-based Building Renovation- A Tool for Holistic Assessment Case Study: Por Hotel
DOI: 10.14458/rsu.res.2019.235
title: Ways to Promote Tourism in Muang District, Chachoengsao Province to Serve Tourists’ Demand
title: Chachoengsao Province  to Serve Tourists?? Demand
DOI: 10.14458/rsu.res.2019.236
title: Where Do The Japanese Kids Want to Live? Theoretical and Empirical Approach to Define Children's Favorite Built Environment
DOI: 10.14458/rsu.res.2019.172
title: Thai Ethnic Chinese People??s Attitudes toward Mandarin Chinese: A Pilot Study
DOI: 10.14458/rsu.res.2019.238
title: Working Capital Management and Firm??s Profitability: A Study of Selected Blue-chip Companies in China
DOI: 10.14458/rsu.res.2019.179
title: The Changing Roles of Management Accounting Practices in the Digital Era
DOI: 10.5281/zenodo.3081806
title: GB Base-Load Cycling 2009--2017

description: This dataset provides daily aggregations of 3 cycling variables of base-load power stations in the GB power system for the period 2009--2017. It describes the number of startups, severe ramping events and average load factor of base-load generators (coal and gas-fired power stations with capacity &gt; 100MW). It is the first of its kind, and may help improve our understanding of how cycling interacts with other factors in the power system such as renewables generation. The cycling data has been derived from operational data for the GB power system from Elexon's P114 dataset. We also include data on IRES (intermittent renewable energy sources; wind + solar) generation, total generation, and the number of active base-load generators in that year. Definitions of variables: - metered_wind_MWh: total generation of wind generators in the Elexon dataset. - unmetered_wind_MWh: estimates for total generation of unmetered wind generators from National Grid Demand data. - solar_MWh: estimates for total PV generation from National Grid Demand data. - total_IRES_generation: sum of metered_wind_MWh, unmetered_wind_MWh, solar_MWh (in MWh) - total_generation_MWh: calculated as the sum of all metered generation (from Elexon data), interconnection imports, unmetered wind generation and solar generation. - IRES_penetration: calculated as total_IRES_generation/total_generation_MWh - annual_active_baseload_gens: the number of base-load generators* which started up at least once in that calendar year. - startups_baseload: count of base-load *startups (count of events where production changed from &lt; 1 MWh to &gt;= 1 MWh) - load_factor_baseload: average instantenous output of base-load* generators divided by capacity during online hours only (hence measuring part-loading during operational hours) - severe_ramping_events: defined as a change in production of &gt;= 25% of a base-load generator's capacity in consecutive settlement periods. * base-load generators defined as coal- and gas-fired generators of at least 100 MW capacity.