cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18374395
title: TABLE 2 in A new species of Aphis Linnaeus, 1758 (Hemiptera: Aphididae) from the northwestern Türkiye with a key to the species of the subgenus Bursaphis Baker, 1934

description: TABLE 2. Metric characteristics of Aphis (Bursaphis) kazdagensis sp. nov. Measurements are given in millimetres. Mean value in measurements are bolded.
CharacterApterous viviparous females (n=9)HolotypeBody length1.808–2.002 1.9091.997Body width1.260–1.393 1.2541.292Antenna length1.010–1.155 1.0921.106Antennal segment I length0.072–0.090 0.0830.082Antennal segment II length0.066–0.077 0.0730.077Antennal segment III length0.225–0.273 0.2570.261Maximal setal length on antennal segment III0.010–0.015 0.0130.014Antennal segment IV length0.124–0.157 0.1470.143Antennal segment V length0.135–0.168 0.1500.148Base of antennal segment VI length0.096–0.108 0.1020.100Processus terminalis length0.237–0.298 0.2780.295Antennal segment VI length0.342–0.398 0.3790.395Head width0.463–0.509 0.4860.471Maximal setal length on frons0.016–0.021 0.0190.021Ultimate rostral segments IV and V length0.198–0.211 0.2040.198Posterior setal length on middle trochanter0.029–0.037 0.0330.029Hind femur length0.439–0.496 0.4660.484Hind tibia length0.772–0.864 0.8130.801Second segment of hind tarsus length0.127–0.138 0.1330.136Marginal tubercle diameter on abdominal tergite I0.030–0.036 0.0320.034Maximal setal length on abdominal tergite I0.012–0.016 0.0140.013Maximal setal length on abdominal tergite III0.011–0.016 0.0140.016Marginal tubercle diameter on abdominal tergite VII0.036–0.047 0.0430.047Maximal setal length on abdominal tergite VIII0.019–0.027 0.0230.025Siphunculus length0.309–0.336 0.3180.336Cauda length0.178–0.195 0.1830.181Cauda basal width0.113–0.139 0.1260.123
description: Published as part of Kök, Şahin, Karabacak, Ersin, Yaşar, İpek, Kasap, İsmail & Barjadze, Shalva, 2024, A new species of Aphis Linnaeus, 1758 (Hemiptera: Aphididae) from the northwestern Türkiye with a key to the species of the subgenus Bursaphis Baker, 1934, pp. 573 in Zootaxa 5551 (3) on page 573, DOI: 10.11646/zootaxa.5551.3.7, http://zenodo.org/record/14443314
DOI: 10.5281/zenodo.18374394
title: TABLE 2 in A new species of Aphis Linnaeus, 1758 (Hemiptera: Aphididae) from the northwestern Türkiye with a key to the species of the subgenus Bursaphis Baker, 1934

description: TABLE 2. Metric characteristics of Aphis (Bursaphis) kazdagensis sp. nov. Measurements are given in millimetres. Mean value in measurements are bolded.
CharacterApterous viviparous females (n=9)HolotypeBody length1.808–2.002 1.9091.997Body width1.260–1.393 1.2541.292Antenna length1.010–1.155 1.0921.106Antennal segment I length0.072–0.090 0.0830.082Antennal segment II length0.066–0.077 0.0730.077Antennal segment III length0.225–0.273 0.2570.261Maximal setal length on antennal segment III0.010–0.015 0.0130.014Antennal segment IV length0.124–0.157 0.1470.143Antennal segment V length0.135–0.168 0.1500.148Base of antennal segment VI length0.096–0.108 0.1020.100Processus terminalis length0.237–0.298 0.2780.295Antennal segment VI length0.342–0.398 0.3790.395Head width0.463–0.509 0.4860.471Maximal setal length on frons0.016–0.021 0.0190.021Ultimate rostral segments IV and V length0.198–0.211 0.2040.198Posterior setal length on middle trochanter0.029–0.037 0.0330.029Hind femur length0.439–0.496 0.4660.484Hind tibia length0.772–0.864 0.8130.801Second segment of hind tarsus length0.127–0.138 0.1330.136Marginal tubercle diameter on abdominal tergite I0.030–0.036 0.0320.034Maximal setal length on abdominal tergite I0.012–0.016 0.0140.013Maximal setal length on abdominal tergite III0.011–0.016 0.0140.016Marginal tubercle diameter on abdominal tergite VII0.036–0.047 0.0430.047Maximal setal length on abdominal tergite VIII0.019–0.027 0.0230.025Siphunculus length0.309–0.336 0.3180.336Cauda length0.178–0.195 0.1830.181Cauda basal width0.113–0.139 0.1260.123
description: Published as part of Kök, Şahin, Karabacak, Ersin, Yaşar, İpek, Kasap, İsmail & Barjadze, Shalva, 2024, A new species of Aphis Linnaeus, 1758 (Hemiptera: Aphididae) from the northwestern Türkiye with a key to the species of the subgenus Bursaphis Baker, 1934, pp. 573 in Zootaxa 5551 (3) on page 573, DOI: 10.11646/zootaxa.5551.3.7, http://zenodo.org/record/14443314
DOI: 10.7910/dvn/cofkdp
title: Future Earth Protection Project: the Combination of Quantum Satellites, Earth Ocean and Continental Molecular Extractors & Molecular Shields, and the Photon Neuro-Memory Ecosystem for Next-Generation Cognitive Artificial Intelligence

description: Faced with dual critical challenges—突破 the biological mimicry bottleneck in machine memory and safeguarding Earth’s civilization from catastrophic extreme weather—two innovative technical frameworks are proposed, both rooted in fundamental physical laws and transcending traditional paradigms. For machine memory, the Photon Memory Ecosystem (PME) v5.1.0 "Phoenix-Rising" abandons the long-standing obsession with mimicking the human hippocampus, recognizing that machines and humans operate on distinct core architectures. Drawing inspiration from quantum mechanics’ wave-particle duality, PME integrates quantum-inspired Entanglement Caching and Cloud Resonance, uniting enterprise-grade robustness with individual-level engineering to construct a dynamic Photon Memory Space. Within this ecosystem, memory exists as a flowing information stream, enabled by a Hybrid Fusion Core and Negative Entropy Reading for seamless retrieval and autonomous "detoxification" without waste. Verified by over 31,000 seconds of high-pressure stress testing, PME achieves superior stability by adhering to machine-specific architectural logic, laying the foundation for next-generation cognitive computing. For planetary defense against extreme weather, the Global Molecular Protection System is anchored in the cross-domain balance theory (GEMS-EX+) derived from cosmic laws (1+(-1)=0), integrating quantum-enabled High-Temperature Resilient Satellites (HTRS), full-resource adaptive Molecular Extractors, and a dynamic Molecular Shield. Aligned with Earth’s resource endowment (70% seawater molecules + 30% mineral molecules), the system resolves molecular agglomeration and entropy loss via the BCS energy gap equation and Clausius inequality, featuring a three-tier architecture (theoretical grounding → systemic implementation → collaborative upgrading). HTRS satellites with self-repairing thermal protection operate under 300–1000℃ heat flux; Molecular Extractors harvest and modify Earth resources (seawater, minerals, bio-materials) into protective precursors; the 0.1–0.5mm Molecular Shield dynamically adjusts to reflect heat, absorb energy, and self-heal. Synergized by quantum communication and ternary consensus decision-making, both frameworks translate fundamental physical principles into engineering practice—PME redefines machine memory as a dynamic, self-purifying ecosystem, while the Global Molecular Protection System establishes a self-circulating, planet-friendly defense barrier—collectively advancing technological innovation for cognitive computing and civilization survival.
DOI: 10.21950/8p3wnb
title: Federico-Tena World Population Historical Database : Mozambique (Portuguese Africa)

description: Project developed by Giovanni Federico (New York University Abu Dhabi) and Antonio Tena Junguito (Universidad Carlos III de Madrid). Dataset: Mozambique (Portuguese Africa)
description: Microsoft Excel
description: Web site: <strong>https://www.uc3m.es/investigacion/federico-tena-population</strong>



<strong>SEE MAP</strong>
DOI: 10.34894/nxisoa
title: Harmonized Results for the Populations Census of 1859-1920

description: This dataset contains the harmonized output of the Dutch Historical Censuses contained in the Plaatselijke Indeling Tables of the Population Census for the years 1859-1920
DOI: 10.5281/zenodo.18374432
title: frequent vs infrequent
DOI: 10.5281/zenodo.18374433
title: frequent vs infrequent
DOI: 10.6084/m9.figshare.28732823
title: Probabilistic assessment of climate indices across Europe: analysing risk exposure in population density and land use types

description: We present a probabilistic approach to climate indices to derive high exposure zones across the European continent, utilizing high-resolution observed data over the last 70 years. 56 distinct climate indices related to drought, global radiation, precipitation, relative humidity, sea level pressure, and temperature are identified, shedding light on the complexity and multifaceted nature of risks encountered by European regions during co-occurrences of the different climatic events. Our findings suggest that precipitation and temperature-based indices are particularly useful in identifying high-risk regions in southern and southeastern Europe, whereas precipitation-based indices are for Northern and Western Europe. Temperature indices and potential evapotranspiration account for most risk exposure to Europe’s dominant land use type. The highest exposure percentage of the population occurs with differences in days above and below the maximum temperature of 17 °C. About 17 climate indices with high-risk magnitudes are present regionally and in specific months, emphasizing diverse risk exposure. Russia, Norway, Iceland, and Sweden experience diverse high-risk co-occurrences, with multiple climate indices related to precipitation and temperature. The findings expand the range of climate indices and demarcate hotspots and risk zones, allowing for more effective climate monitoring and risk mitigation strategies.
DOI: 10.6084/m9.figshare.28732823.v1
title: Probabilistic assessment of climate indices across Europe: analysing risk exposure in population density and land use types

description: We present a probabilistic approach to climate indices to derive high exposure zones across the European continent, utilizing high-resolution observed data over the last 70 years. 56 distinct climate indices related to drought, global radiation, precipitation, relative humidity, sea level pressure, and temperature are identified, shedding light on the complexity and multifaceted nature of risks encountered by European regions during co-occurrences of the different climatic events. Our findings suggest that precipitation and temperature-based indices are particularly useful in identifying high-risk regions in southern and southeastern Europe, whereas precipitation-based indices are for Northern and Western Europe. Temperature indices and potential evapotranspiration account for most risk exposure to Europe’s dominant land use type. The highest exposure percentage of the population occurs with differences in days above and below the maximum temperature of 17 °C. About 17 climate indices with high-risk magnitudes are present regionally and in specific months, emphasizing diverse risk exposure. Russia, Norway, Iceland, and Sweden experience diverse high-risk co-occurrences, with multiple climate indices related to precipitation and temperature. The findings expand the range of climate indices and demarcate hotspots and risk zones, allowing for more effective climate monitoring and risk mitigation strategies.
DOI: 10.6084/m9.figshare.30817282
title: Satellite altimetry reveals 6-month seasonal phase difference and post-2000 IOD linkages in Arabian–Oman Gulf sea level communication

description: The major settlements along the coastal areas of the Arabian and the Oman Gulf are vulnerable to sea level rise. Therefore, studying sea level variability cannot only assist in understanding the local ocean dynamics but also provide valuable insight that can support the planning and management of coastal infrastructure. In this research, I use all the available satellite altimetry data (January 1993–December 2023) and evaluate the sea level variability along the entire profile, which covers both the Arabian and Oman Gulfs and delineates both short-period (seasonal) and long-period (trend) components using the Hodrick‒Prescott filter. Analysis of the seasonal component indicates an inverse sea level rise and fall relationship between the Arabian and Oman Gulfs, with a phase difference of 6 months. As the sea level starts to decrease, it increases, indicating an association and weakening the conventional argument that the Arabian Gulf’s sea level dynamics are not related to external water bodies, particularly the Oman Gulf. The long-term trend component varies both in space and time, suggesting the influence of the Indian Ocean Dipole (IDP) on the Arabian Gulf in the post-2000 period.
DOI: 10.6084/m9.figshare.30817282.v1
title: Satellite altimetry reveals 6-month seasonal phase difference and post-2000 IOD linkages in Arabian–Oman Gulf sea level communication

description: The major settlements along the coastal areas of the Arabian and the Oman Gulf are vulnerable to sea level rise. Therefore, studying sea level variability cannot only assist in understanding the local ocean dynamics but also provide valuable insight that can support the planning and management of coastal infrastructure. In this research, I use all the available satellite altimetry data (January 1993–December 2023) and evaluate the sea level variability along the entire profile, which covers both the Arabian and Oman Gulfs and delineates both short-period (seasonal) and long-period (trend) components using the Hodrick‒Prescott filter. Analysis of the seasonal component indicates an inverse sea level rise and fall relationship between the Arabian and Oman Gulfs, with a phase difference of 6 months. As the sea level starts to decrease, it increases, indicating an association and weakening the conventional argument that the Arabian Gulf’s sea level dynamics are not related to external water bodies, particularly the Oman Gulf. The long-term trend component varies both in space and time, suggesting the influence of the Indian Ocean Dipole (IDP) on the Arabian Gulf in the post-2000 period.
DOI: 10.57906/jjw9-xe20
title: Consumer and Retail Price Index - UK
DOI: 10.5281/zenodo.18349794
title: A global dataset of immigration flows by age, sex and educational attainment

description: Estimates and R codes of immigration flow proportions by age, sex and education of 199 countries between 1990-1995 to 2015-2020 based on methods presented in Yildiz and Abel (2026).

 

Immigration composition by SL provides the results by the Super Learner model with six columns for each of the data dimensions: 

 

iso3c: Destination ISO three letter country code

period: Five-year periods 

age: Five-year ge groups

sex

education: Educational attainment

prop: Proportion of immigration flow.
DOI: 10.58160/s08sszy7c86amzu0
title: Comparative study of plasmons in half-filled graphene via Quantum Monte Carlo and Random Phase Approximation

description: Transport properties of strongly correlated materials have contributions from quasiparticle excitations such as electrons and holes as well as emerging collective excitations such as sounds and plasmons which are sustained by interactions. It was previously shown in [Phys. Rev. B 106, 205127] that thermal excitation of the long-lived plasmons in graphene provides a substantial contribution to heat and momentum transport in the interaction-dominated regime. Detailed information on these excitations is therefore necessary for the understanding of hydrodynamic transport with quantitative precision. On the other hand, dynamics of graphene plasmons is usually studied using the perturbation theory within the Dirac-cone approximation, thus neglecting the effects of a finite Brillouin zone and higher-order perturbative corrections. Both these effects can be however significant for strong-interacting systems including free-standing graphene where the effective coupling constant can reach values up to two. Therefore, in this paper, we studied the behavior of plasmons in half-filled free standing graphene using unbiased Quantum Monte Carlo (QMC) calculations. We confirm the existence of well-defined resonance peaks for plasmons around the Γ point, report their dispersion and the dependence of their quasiparticle residue on momentum. Comparison with the Random-phase-approximation (RPA) calculation for the Dirac theory shows that strong interactions and finite Brillouin zone effects, automatically taken into account in QMC calculations substantially alter the results. Our findings highlight the need to account for these effects analytically when developing theories of electronic transport in free-standing graphene.
description: MU and AR thank Fakher Assaad for valuable discussions and his support of this project. MU and AR are supported by the DFG through the grant No. AS 120/19-1 (Project No. 530989922). The project was also partially supported by the Würzburg-Dresden Cluster of Excellence on Complexity and Topology in Quantum Matter - ct.qmat (EXC 2147, Project No. 390858490). KP acknowledges former collaborations and discussions with Lars Fritz and Henk Stoof. KP was supported by the Faculty of Science, Mahidol University. JUWELS system (JSC) was used for the calculations. The Quantum Monte Carlo code used to carry on the calculations
is available on GitHub.
description: Computer/HPC
DOI: 10.6084/m9.figshare.30361706
title: Mapping the future risk of fire blight: predicting <i>Erwinia amylovora</i> distribution under climate change scenarios

description: <i>Erwinia amylovora</i>, the cause of fire blight, is a destructive pathogen affecting pome fruits and Rosaceae plants, leading to significant global economic losses. Climate change is expected to alter its distribution, complicating disease control. This study uses geographic information systems (GIS) and species distribution modelling (SDM) with the maximum entropy (MaxEnt) method to predict <i>E. amylovora</i>'s current and future distributions under changing climates. Data from the Global Biodiversity Information Facility (GBIF) and 19 bioclimatic variables from WorldClim were used, with six key variables—bio_1, bio_3, bio_10, bio_11, bio_12 and bio_14—identified as critical for the pathogen's spread. The model showed high accuracy (AUC: 0.9; TSS: 0.75). Current suitable areas include temperate regions like Europe, North America and East Asia. Future projections (2050, 2070) under SSP370 and SSP585 scenarios predict shifts in habitat suitability, with some regions becoming more favourable due to warming and others becoming less favourable. Temperature and precipitation were key factors. These findings emphasize the need for proactive management in at-risk areas and provide insights for targeted strategies to mitigate fire blight's spread under climate change.
DOI: 10.6084/m9.figshare.30361706.v1
title: Mapping the future risk of fire blight: predicting <i>Erwinia amylovora</i> distribution under climate change scenarios

description: <i>Erwinia amylovora</i>, the cause of fire blight, is a destructive pathogen affecting pome fruits and Rosaceae plants, leading to significant global economic losses. Climate change is expected to alter its distribution, complicating disease control. This study uses geographic information systems (GIS) and species distribution modelling (SDM) with the maximum entropy (MaxEnt) method to predict <i>E. amylovora</i>'s current and future distributions under changing climates. Data from the Global Biodiversity Information Facility (GBIF) and 19 bioclimatic variables from WorldClim were used, with six key variables—bio_1, bio_3, bio_10, bio_11, bio_12 and bio_14—identified as critical for the pathogen's spread. The model showed high accuracy (AUC: 0.9; TSS: 0.75). Current suitable areas include temperate regions like Europe, North America and East Asia. Future projections (2050, 2070) under SSP370 and SSP585 scenarios predict shifts in habitat suitability, with some regions becoming more favourable due to warming and others becoming less favourable. Temperature and precipitation were key factors. These findings emphasize the need for proactive management in at-risk areas and provide insights for targeted strategies to mitigate fire blight's spread under climate change.
DOI: 10.6084/m9.figshare.30397541.v1
title: Constructing regional catchment-specific triggering threshold for runoff-generated debris flows: a case study in the Bailong River

description: Constructing catchment-specific rainfall thresholds is crucial for high-accuracy debris flow forecasting. However, rapid methods for determining thresholds across multiple catchments remain limited due to the difficulty of relating catchment characteristics to peak discharges. This study explores such relationships using hydrological simulations and machine learning techniques, aiming to enable the rapid estimation of catchment-specific rainfall thresholds. We conducted a series of hydrological simulations with varied rainfall amounts to calculate peak discharges for 267 catchments in the Bailong River Basin, China. The rainfall amounts and corresponding peak discharges were fitted using three types of mathematical functions: linear, polynomial, and power-law. Machine learning models were then applied to predict the fitted coefficients for each catchment based on thirteen catchment features related to runoff generation and concentration. The Extra Trees Regressor (ETR) was used for catchments larger than 10 km², while CatBoost Regressor (CBR) was employed for smaller ones. This modelling framework allows the derivation of functional relationships between rainfall and discharge for each catchment, which were subsequently used to estimate rainfall thresholds for debris flow initiation. The proposed method shows strong potential for improving forecasting accuracy and regional applicability, and it can be further enhanced with more hydrological observations and long-term monitoring data. • A peak discharge estimation model is developed by integrating hydrological simulation and machine learning techniques.• Mathematical relationships among rainfall duration, intensity, and peak discharge are established.• A method for deriving catchment-specific rainfall thresholds for debris flow initiation is proposed. A peak discharge estimation model is developed by integrating hydrological simulation and machine learning techniques. Mathematical relationships among rainfall duration, intensity, and peak discharge are established. A method for deriving catchment-specific rainfall thresholds for debris flow initiation is proposed.