cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2rrshpdsn8.1
title: Stakeholder Preferences for Pangolin Conservation Interventions in Southeast Nigeria

description: We used Q-methodology to provide evidence to inform interventions for pangolin conservation in southeast Nigeria. We sampled stakeholder groups associated with pangolin use and conservation, including hunters, wild meat traders, and Nigeria Customs Service employees, to elicit their opinion and knowledge on the use and perceptions of pangolins and their preferences for interventions to reduce pangolin decline. We found that the local consumption of pangolin meat as food is the primary driver of poaching in the region. This contradicts popular opinions that pangolins are specifically targeted for international trade, revealing an opportunity for site-level behaviour change interventions. The different stakeholder groups identified awareness-raising campaigns, law enforcement, community stewardship programs, and ecotourism as preferred interventions, whose effectiveness we attempted to assess using reported case studies. We observed different perspectives between people associated with pangolin use and exploitation (predominantly those living around pangolin habitats, including hunters and wild meat traders) and those working to protect them (such as conservation organisations and Nigeria Customs Service employees). For example, the first group supported community stewardship programs, and the latter preferred awareness-raising and law enforcement efforts. This divergence in perspectives underpins the need for a combination of targeted interventions at the site level to engage different stakeholders while highlighting the potential challenges to collaborative decision-making for species threatened by illegal wildlife trade.

Policy implications: Our results stress the importance of targeted and context-specific conservation interventions.
DOI: 10.17632/6v43kt633p.1
title: bxm-Data Availability

description: A retrospective analysis of 196 NPC patients treated in The Institute of Radiation Oncology of our hospital, Guangzhou, Southern China, between August 2018 and May 2021 was conducted in our data. Demographic parameters (sex and age), the relevant clinical data ( NPC staging and treatment regimes), medical history (asthma, alcohol, allergies rhinitis, nasal irrigation and so on), and dosimetric parameters were recorded. DVH of the maxillary sinus were
DOI: 10.17632/svb8nc9b7y.1
title: A comparative assessment of accommodation strategies based on elevated buildings for coastal adaptation

description: Structural Accommodation Database for metropolitan France, the UK, Ireland
DOI: 10.17632/9vy6f6g5k3.1
title: Aversion to Health Inequality – Pure, Income-Related and Income-Caused

description: This data accompanies the paper Robson, O'Donnell and Van Ourti (2023), "Aversion to Health Inequality – Pure, Income-Related and Income-Caused". In the paper, we design and run an online experiment, with a representative sample of the UK population, to identify aversion to pure health inequality separately from aversion to income-related and income-caused health inequality. Here, we provide data and code. The Policy Evaluation folder contains: 1) a RData file, which includes the estimated preference parameters; and 2) an R script file, which includes a function that allows others to use our estimated preference parameters to conduct evaluate health policy. Further data and code will be uploaded on publication of our paper. Please contact us if you have any questions.
DOI: 10.6084/m9.figshare.28239743
title: Blocking scheduling for three-stage remanufacturing with the consideration of machine deterioration and maintenance strategy<b> </b><b>using modified monarch butterfly optimization algorithm</b>

description: This is the experimental data of the manuscript entitled "Blocking scheduling for three-stage remanufacturing with the consideration of machine deterioration and maintenance strategy using modified monarch butterfly optimization algorithm".
DOI: 10.6084/m9.figshare.28239743.v1
title: Blocking scheduling for three-stage remanufacturing with the consideration of machine deterioration and maintenance strategy<b> </b><b>using modified monarch butterfly optimization algorithm</b>

description: This is the experimental data of the manuscript entitled "Blocking scheduling for three-stage remanufacturing with the consideration of machine deterioration and maintenance strategy using modified monarch butterfly optimization algorithm".
DOI: 10.17632/k45mff2ccy.1
title: Holocene sediment thickness map for the Baltic Sea

description: Gridded Holocene sediment thickness data for the entire Baltic Sea based on the following study: 
Miluch, J., Zhang, W., Harff, J., Arlinghaus, P., Groh, A. (submitted). Paleogeographic numerical modelling of marginal seas for the Holocene - an exemplary study of the Baltic Sea.
DOI: 10.17632/35yc2b5yf6.1
title: LINF_070015700

description: DUF3437 domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/4hprwfs7xk.1
title: Exploring the driver events of eccrine poromas and porocarcinomas: A retrospective, cross-institutional study of 90 cases

description: Additional data to accompany the study entitled: "Exploring the driver events of eccrine poromas and porocarcinomas: A retrospective, cross-institutional study of 90 cases".
DOI: 10.15468/dl.cc4jnz
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "MediaType is Audio",
 "OccurrenceStatus is Present",
 "TaxonKey is Hymenoptera"
 ]
}

 The dataset includes 77 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004485-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/p2369jdp9y.1
title: LINF_070012700

description: centrin-2; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.bupzjm
title: Occurrence Download

description: A dataset containing 4605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Mirafra passerina Gyldenstolpe, 1926)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 4605 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004486-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/v4yz7778mh.1
title: Public-Global-Port-Optimisation

description: Code which enables the optimisation of green ammonia distribution for decarbonisation of the maritime industry. Input data required are: i) List of green ammonia production sites with associated production costs and maximum capacities; ii) Shipping fuel demands; iii) List of ports; iv) Land distances from production sites to ports in km (use -1 for banned land transport); iv) Return shipping costs of ammonia between ports.
DOI: 10.17632/drpzsvxg2z.1
title: LINF_070015000

description: protein kinase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/g8ckr9zxbx.1
title: Watkins et. al. 2024 JEM Extended Data

description: Extended data for Watkins et. al. JEM 2024.
DOI: 10.17632/pv3ty3z68f.1
title: Haggerty et al. 2023. Mapping rhodopsin trafficking in rod photoreceptors with quantitative super-resolution microscopy SOURCE DATA Fig 1 - 4

description: Source data for the 2023 manuscript by Haggerty et al., "Mapping rhodopsin trafficking in rod photoreceptors with quantitative super-resolution microscopy."

Included are 1) structure illumination microscopy (SIM) raw data files (.nd2 files) for SIM reconstruction using NIS-Elements or other SIM reconstruction software, 2) STORM molecule lists (.txt files) for STORM reconstruction analysis using NIS-Elements or other STORM software (such as ThunderSTORM), 3) Pre-STORM widefield fluorescence image files (.png files) to be superimposed with STORM reconstruction images using NIS-Elements, 4) Mathematica code files (.nb files) for performing STORM spatial analysis and fluorescence punctum diameter measurements, 5) STORM inner segment molecule lists (.csv files) as input for Mathematica programs and the ImageJ MosaicIA plugin.
DOI: 10.15468/dl.4mezbm
title: Occurrence Download

description: A dataset containing 72571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material sample, Material citation, Fossil, Specimen, Living Specimen, Occurrence evidence, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Turdus olivaceus Linnaeus, 1766"
 ]
}

 The dataset includes 72571 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004482-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/p63pgr2hb9.1
title: PCM mechanical properties

description: Polymer composite materials (PCMs) are multi-component materials whose reinforcing and binding fillers possess significantly different physical and chemical properties. Mechanical properties are one of the most important indicators that can affect the entire life cycle of PCMs. Experimental measurements are the most common and classical approach to studying the mechanical properties of PCMs; however, they require significant time and money. Considering the resource intensity and duration of the empirical measurement processes of PCM properties, as well as the necessity to determine such properties to meet the high requirements of PCM production, the aim of this work was to create a method for predicting the main properties of PCMs based on machine learning algorithms.
During the study, a dataset was obtained, including information about empirically measured mechanical properties of PCMs, manufacturing technology, binding properties, main fabric properties, main thread properties (warp), and main thread properties (weft). Using the obtained dataset, a machine learning model based on the LASSO algorithm was trained to predict the mechanical properties of PCM using information about manufacturing technology, binding properties, main fabric properties, main thread properties (warp), and main thread properties (weft). The LASSO algorithm demonstrated a high R2 value, reaching 96%. These results indicate the potential application of this algorithm in further research and its important practical significance for improving the processes and quality of manufacturing new PCMs.
DOI: 10.17632/9swr2bvtpt.1
title: Silicon dioxide on soybean and effect on Spodoptera frujiperda

description: The aim of this study was to evaluate the effectiveness of foliar application of SiO2 in inducing defense against Spodoptera frugiperda in soybean. 
The experiments were conducted in a completely randomized design with four treatments (0; 1; 2.5; 5% of SiO2). The effect on cannibalism, biological parameters (mortality, duration of the larval stage, duration of the pupal stage and pupal weight) and wear on the mandible of S. frugiperda were evaluated.
DOI: 10.17632/ksz57tk5vc.2
title: PaddyNet: An Organized Dataset of Paddy Leaves for a Smart Fertilizer Recommendation System  

description: PaddyNet - the dataset has been developed to help farmers in and fertilizer recommendation. The entire data set is collected from the paddy fields in the Aman season by our own developed application with the tremendous help of Bangladesh Agricultural Research Institute (BARI), Jashore, Bangladesh and the office of the Upazila Agriculture officer near Jashore. We have used our application in Nokia 3 (8MP Camera) and Samsung S8 (12MP Camera) devices for collecting data. The dataset has been carefully labeled our total data set corresponding to the LCC level with the help of domain experts. Data validation has been carried out by the two principal scientific officers at Bangladesh Agricultural Research Institute (BARI) Jashore.

The color of the paddy leaf depends on the maturity as well as Nitrogen concentration. However, Nitrogen concentration can be determined by analyzing leave colors. Therefore, having a dataset of paddy leaf images is helpful for analyzing leaf colors. to determine nitrogen concentration or nitrogen fertilizer recommendation
 
At first, a total of 560 top most paddy leaf images were taken. The resolution of the images were 500*500 pixels and we used our developed mobile application where each of 2 to 5 LCC levels has 158, 162, 124 and 116 number of images respectively. Moreover, we have augmented initially our 560 paddy leaf images to 6000 where each LCC level has 1500 images after augmentation and saved in the jpg file format.
DOI: 10.17632/ksz57tk5vc.1
title: PaddyNet An Organized Dataset of Paddy Leaves for a Smart Fertilizer Recommendation System

description: PaddyNet- the dataset is used to helps of farmers and recommend need based nitrogen fertilizers. The entire data set is collected from the paddy fields in the Aman season by our own developed application with the tremendous help of Bangladesh Agricultural Research Institute (BARI), Jashore, Bangladesh and the office of the Upazila Agriculture officer near Jashore. We have used our application in Nokia 3 (8MP Camera) and Samsung S8 (12MP Camera) devices for collecting data. carefully labeled our total data set corresponding to the LCC level with the help of domain experts. Data validation has been carried out by the two principal scientific officers at Bangladesh Agricultural Research Institute (BARI) Jashore.

The color of the paddy leaf depends on the maturity as well as Nitrogen concentration. However, Nitrogen concentration can determine by analysing only the top most leaves. At first, a total of 560 top most paddy leaf images were taken. The resolution of the images were 500*500 pixels and we used our developed mobile application where each of 2 to 5 LCC level has 158, 162, 124 and 116 number of images respectively. Moreover, We have augmented initially our 560 paddy leaf images to 6000 where each LCC level has1500 paddy leaf images after augmentation and saved in the jpg file format.
DOI: 10.17632/k3kg9jsrgt.2
title: Data and Codes for ‘Learning to be rational in the presence of news: a lab investigation’

description: This is the replication package for ‘Learning to be rational in the presence of news: a lab investigation’, by Joep Lustenhouwer and Isabelle Salle
DOI: 10.17632/k3kg9jsrgt.1
title: Data and Codes for ‘Learning to be rational in the presence of news: a lab investigation’

description: This is the replication package for ‘Learning to be rational in the presence of news: a lab investigation’, by Joep Lustenhouwer and Isabelle Salle
DOI: 10.17632/x84hy7yky4.1
title: Mountain Rain or Snow Crowdsourced Precipitation Phase Data 2020-2023

description: The CSV file contains precipitation phase observations and other related data from the Mountain Rain or Snow citizen science project. It includes 38.5 thousand crowdsourced observations of precipitation phase (rain, snow, or mixed) plus associated meteorological data from 2020-01-08 and 2023-07-24. 

Please see the related manuscripts for details on data collection and processing (Arienzo et al., 2021; Collins et al., 2023; Jennings et al., 2023).

Arienzo MM, Collins M and Jennings KS (2021) Enhancing Engagement of Citizen Scientists to Monitor Precipitation Phase. Front. Earth Sci. 9:617594. doi: 10.3389/feart.2021.617594. https://www.frontiersin.org/articles/10.3389/feart.2021.617594/full

Collins, M., Arienzo, M. M., Nieminen, S., Hatchett, B. J., Nolin, A., & Jennings, K. S. (2023). Effective Engagement While Scaling Up: Lessons from a Citizen Science Program Transitioning from Single- to Multi-Region Scale, 8(1), 65. https://doi.org/10.5334/cstp.622

Jennings, K. S., Arienzo, M. M., Collins, M., Hatchett, B. J., Nolin, A. W., & Aggett, G. (2023). Crowdsourced Data Highlight Precipitation Phase Partitioning Variability in Rain-Snow Transition Zone. Earth and Space Science, 10(3), e2022EA002714. https://doi.org/10.1029/2022EA002714

The README file contains column names and descriptions.
DOI: 10.15468/dl.nyyka6
title: Occurrence Download

description: A dataset containing 14791 species occurrences available in GBIF matching the query:
{
 "and" : [
 "IsInCluster is true",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Pentatomidae"
 ]
}

 The dataset includes 14791 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034629-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12801944
title: Functional distinctiveness, geographic restrictedness and rarity of Holarctic Mountain Birds

description: Database of functional distinctiveness, geographical restrictedness and rarity of Holarctic mountain birds
DOI: 10.15468/dl.md4mhv
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrcia ouropretoensis Kiaersk."
 ]
}

 The dataset includes 45 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034631-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynmpt4
title: Occurrence Download

description: A dataset containing 116419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fraxinus excelsior L."
 ]
}

 The dataset includes 116419 records from 342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034621-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5r67b
title: Occurrence Download

description: A dataset containing 560082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Pica pica (Linnaeus, 1758)",
 "Year 1901-2024"
 ]
}

 The dataset includes 560082 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034625-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgtbvd
title: Occurrence Download

description: A dataset containing 232485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus avium (L.) L.",
 "Year 2000-2023"
 ]
}

 The dataset includes 232485 records from 1582 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008404-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k74dys
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Croatia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calliptamus italicus (Linnaeus, 1758)"
 ]
}

 The dataset includes 202 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012379-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pepvb
title: Occurrence Download

description: A dataset containing 13762 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrolimus Germar, 1812"
 ]
}

 The dataset includes 13762 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010179-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5hjbh
title: Occurrence Download

description: A dataset containing 16300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galium triflorum Michx.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16300 records from 256 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085004-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cx2t7
title: Occurrence Download

description: A dataset containing 1299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Geometry POLYGON((-84.35371 10.24544,-84.35921 9.95705,-84.11064 9.95567,-84.10927 10.24269,-84.35371 10.24544))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myadestes melanops Salvin, 1865"
 ]
}

 The dataset includes 1299 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014828-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qj4ohw
title: Occurrence Download

description: A dataset containing 641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Armases Abele, 1992",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 641 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021786-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwb8cq
title: Occurrence Download

description: A dataset containing 6678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinanthus pumilus (Sterneck) Pau",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6678 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085020-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ros4ug
title: Occurrence Download

description: A dataset containing 5429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Locality is bogota",
 "Country is Colombia",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 5429 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021792-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.favsgp
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chysis limminghei Linden & Rchb.f."
 ]
}

 The dataset includes 11 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152851-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.