cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.7p090
title: Data from: Selection for collective aggressiveness favors social susceptibility in social spiders

description: Particularly socially influential individuals are present in many groups,
 but it is unclear whether their emergence is determined by their social
 influence versus the social susceptibility of others. The social spider
 Stegodyphus dumicola shows regional variation in apparent leader-follower
 dynamics. We use this variation to evaluate the relative contributions of
 leader social influence versus follower social susceptibility in driving
 this social order. Using chimeric colonies that combine potential leaders
 and followers, we discover that leader-follower dynamics emerge from the
 site-specific social susceptibility of followers. We further show that the
 presence of leaders increases colony survival in environments where
 leader-follower dynamics occur. Thus, leadership is driven by the “social
 susceptibility” of the population majority, rather than the social
 influence of key group members.
description: Colony
 Survival_11_1_2017colony survival data,
 data on chimeric colonies, follower data, and supplementary data on
 methodsmaster data
 file_CB_11_1_2017.xlsx
DOI: 10.5061/dryad.j8n0p7vc
title: Data from: Fluc­tu­a­tion domains in adap­tive evo­lu­tion

description: We derive an expression for the variation between parallel trajectories in
 phenotypic evolution, extending the well known result that predicts the
 mean evolutionary path in adaptive dynamics or quantitative genetics. We
 show how this expression gives rise to the notion of fluctuation
 domains–parts of the fitness landscape where the rate of evolution is very
 predictable (due to fluctuation dissipation) and parts where it is highly
 variable (due to fluctuation enhancement). These fluctuation domains are
 determined by the curvature of the fitness landscape. Regions of the
 fitness landscape with positive curvature, such as adaptive valleys or
 branching points, experience enhancement. Regions with negative curvature,
 such as adaptive peaks, experience dissipation. We explore these dynamics
 in the ecological scenarios of implicit and explicit competition for a
 limiting resource.
description: fluctuationDomainsR package containing the software used to simulate, analyze, and visualize the data considered in this publication.
DOI: 10.15468/dl.b2nakr
title: Occurrence Download

description: A dataset containing 8793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.18.11_1",
 "OccurrenceStatus is Present",
 "Year 2000-2024"
 ]
}

 The dataset includes 8793 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001018-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29037134.v2
title: Data from: Zomer et al., Pre-disturbance plant condition drives intraspecific resprouting variability in Mediterranean shrubs

description: Data for the following paper: Zomer M.A, Moreira B, Pausas J.G.(2025) Pre-disturbance plant condition drives intraspecific resprouting variability in Mediterranean shrubs. Journal of Experimental Botany<br><br>It includes 5 files in ASCII format: readme file, and four data files.<br><br><b>Abstract</b>Many Mediterranean plants persist after disturbances by resprouting from dormant buds, and understanding factors driving variability in resprouting is crucial for predicting regeneration under global change. We hypothesized resprouting is influenced more by long-term environmental factors (e.g., historical aridity, fire history, soil nutrients) that shape pre-disturbance plant condition than by immediate water availability or local adaptations. We applied an experimental disturbance of two consecutive cuts in a short interval (1) in the field, targeting adult <i>Anthyllis cytisoides</i> and <i>Globularia alypum</i> plants along an environmental gradient (in Spain), and (2) in a common garden, using <i>A. cytisoides</i> grown from seeds of contrasting aridity provenance and subjected to contrasted water treatments. Intraspecific variability in resprouting predominantly occurred within populations, and was primarily determined by pre-disturbance plant size, underscoring the importance of individual history. Secondarily, aridity had a positive effect on resprouting, while higher fire frequency and second cut had negative effects. We found no evidence of local adaptations, but young plants in the garden were dependent on water availability. Adult plants may be resilient to disturbance under low water availability but sensitive to increased disturbance frequency, while young plants may be vulnerable in a drier world, emphasizing ontogenetic differences in resprouting vulnerabilities.<br><b>Keywords:</b><b> </b>disturbance, climate, resprouting, intraspecific variability, Mediterranean, shrubs
DOI: 10.3886/e231563
title: Replication data for: Learning Theory and Heterogeneous Play in a Signaling-Game Experiment

description: We study the effect of how types are assigned to participants in a signaling-game experiment. The sender has two actions, In and Out, and two types. In one treatment, types are i.i.d. in every period, and senders gather experience with both types. In the other, types are assigned once-and-for-all, and feedback is type specific. The theory of learning in games predicts that the non-Nash but self-confirming equilibrium where some fraction of types play Out can persist in the fixed-type treatment but not when types are i.i.d. Our results confirm that more senders do play Out in the fixed-type treatment.
DOI: 10.3886/e231563v1
title: Replication data for: Learning Theory and Heterogeneous Play in a Signaling-Game Experiment

description: We study the effect of how types are assigned to participants in a signaling-game experiment. The sender has two actions, In and Out, and two types. In one treatment, types are i.i.d. in every period, and senders gather experience with both types. In the other, types are assigned once-and-for-all, and feedback is type specific. The theory of learning in games predicts that the non-Nash but self-confirming equilibrium where some fraction of types play Out can persist in the fixed-type treatment but not when types are i.i.d. Our results confirm that more senders do play Out in the fixed-type treatment.
DOI: 10.15468/dl.j7e42f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenodermichthys copei (Gill, 1884)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((43.4313 -17.5054,43.9059 -19.9421,43.0686 -21.0649,42.7023 -21.9969,43.1619 -23.5254,43.213 -24.5373,43.6164 -25.1504,44.9648 -25.1504,44.9648 -16.1504,43.978 -16.1504,43.9239 -16.5407,43.4313 -17.5054))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010530-250525065834625/datasets/export for details.
DOI: 10.15468/dl.wpkd36
title: Occurrence Download

description: A dataset containing 649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hymenoptera",
 "Geometry POLYGON ((-88.1411 35.88168, -88.14321 35.90521, -88.14684 35.92861, -88.15197 35.95183, -88.15858 35.9748, -88.16668 35.99746, -88.17622 36.01974, -88.1872 36.04158, -88.19957 36.06293, -88.21331 36.08371, -88.22837 36.10389, -88.24473 36.12339, -88.26233 36.14217, -88.28112 36.16018, -88.30106 36.17736, -88.32209 36.19366, -88.34416 36.20905, -88.36719 36.22348, -88.39113 36.2369, -88.41592 36.24929, -88.44148 36.2606, -88.46774 36.27081, -88.49463 36.27988, -88.52208 36.2878, -88.55 36.29454, -88.57833 36.30007, -88.60698 36.3044, -88.63588 36.30749, -88.66493 36.30936, -88.69407 36.30998, -88.7232 36.30936, -88.75226 36.30749, -88.78115 36.3044, -88.8098 36.30007, -88.83813 36.29454, -88.86606 36.2878, -88.89351 36.27988, -88.9204 36.27081, -88.94666 36.2606, -88.97222 36.24929, -88.997 36.2369, -89.02095 36.22348, -89.04398 36.20905, -89.06604 36.19366, -89.08707 36.17736, -89.10701 36.16018, -89.12581 36.14217, -89.14341 36.12339, -89.15976 36.10389, -89.17483 36.08371, -89.18857 36.06293, -89.20094 36.04158, -89.21191 36.01974, -89.22146 35.99746, -89.22955 35.9748, -89.23617 35.95183, -89.2413 35.92861, -89.24492 35.90521, -89.24703 35.88168, -89.24763 35.85809, -89.24671 35.83451, -89.24427 35.811, -89.24033 35.78763, -89.2349 35.76446, -89.22798 35.74155, -89.21962 35.71896, -89.20982 35.69677, -89.19861 35.67502, -89.18603 35.65377, -89.17212 35.6331, -89.1569 35.61304, -89.14043 35.59366, -89.12274 35.575, -89.1039 35.55713, -89.08394 35.54008, -89.06293 35.52391, -89.04092 35.50865, -89.01797 35.49435, -88.99414 35.48105, -88.9695 35.46878, -88.94412 35.45758, -88.91807 35.44747, -88.89141 35.43849, -88.86422 35.43066, -88.83657 35.42399, -88.80853 35.41851, -88.78019 35.41424, -88.75161 35.41118, -88.72288 35.40934, -88.69407 35.40872, -88.66526 35.40934, -88.63653 35.41118, -88.60795 35.41424, -88.57961 35.41851, -88.55157 35.42399, -88.52392 35.43066, -88.49673 35.43849, -88.47007 35.44747, -88.44401 35.45758, -88.41863 35.46878, -88.394 35.48105, -88.37017 35.49435, -88.34722 35.50865, -88.32521 35.52391, -88.3042 35.54008, -88.28424 35.55713, -88.26539 35.575, -88.24771 35.59366, -88.23124 35.61304, -88.21602 35.6331, -88.2021 35.65377, -88.18952 35.67502, -88.17832 35.69677, -88.16852 35.71896, -88.16015 35.74155, -88.15324 35.76446, -88.14781 35.78763, -88.14387 35.811, -88.14143 35.83451, -88.14051 35.85809, -88.1411 35.88168))"
 ]
}

 The dataset includes 649 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025517-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3n2kc
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kuruna",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 83 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001351-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18426456
title: BOSHLANG'ICH SINF O'QUVCHILARINING BILIMINI BAHOLASHDA SUN'IY INTELLEKT TEXNALOGIYALARIDAN FOYDALANISH

description: Ushbu ishda boshlang‘ich sinf o‘quvchilarining bilimini baholash jarayonida sun’iy intellekt (SI) texnologiyalaridan foydalanishning nazariy va amaliy jihatlari tahlil qilinadi. Sun’iy intellektning ta’lim jarayonida qo‘llanilishi o‘quvchilarning bilim, ko‘nikma va kompetensiyalarini tezkor va aniq baholash, ularning individual rivojlanishini kuzatish hamda o‘qituvchiga diagnostika ma’lumotlarini taqdim etishga imkon beradi.

Ushbu ishda SI texnologiyalarining pedagogik imkoniyatlari, metodik asoslari va o‘quv jarayonida qo‘llanish usullari ko‘rib chiqiladi. Shuningdek, boshlang‘ich sinf o‘quvchilarining psixologik va yosh xususiyatlari, ularni rag‘batlantirish usullari, shaxsiylashtirilgan va interaktiv baholashning afzalliklari tahlil qilinadi. Ishda SI texnologiyalari yordamida baholash jarayonini avtomatlashtirish, o‘quvchi va o‘qituvchining o‘zaro hamkorligini kuchaytirish hamda ota-onaning ta’lim jarayonidagi ishtirokini ta’minlash masalalari yoritiladi.

Natijada, SI texnologiyalarini baholash jarayonida qo‘llash boshlang‘ich ta’limda ta’lim sifatini oshirish, o‘quvchilarning motivatsiyasini kuchaytirish va individual yondashuvni ta’minlashga xizmat qilishi aniqlanadi.
DOI: 10.5281/zenodo.18426455
title: BOSHLANG'ICH SINF O'QUVCHILARINING BILIMINI BAHOLASHDA SUN'IY INTELLEKT TEXNALOGIYALARIDAN FOYDALANISH

description: Ushbu ishda boshlang‘ich sinf o‘quvchilarining bilimini baholash jarayonida sun’iy intellekt (SI) texnologiyalaridan foydalanishning nazariy va amaliy jihatlari tahlil qilinadi. Sun’iy intellektning ta’lim jarayonida qo‘llanilishi o‘quvchilarning bilim, ko‘nikma va kompetensiyalarini tezkor va aniq baholash, ularning individual rivojlanishini kuzatish hamda o‘qituvchiga diagnostika ma’lumotlarini taqdim etishga imkon beradi.

Ushbu ishda SI texnologiyalarining pedagogik imkoniyatlari, metodik asoslari va o‘quv jarayonida qo‘llanish usullari ko‘rib chiqiladi. Shuningdek, boshlang‘ich sinf o‘quvchilarining psixologik va yosh xususiyatlari, ularni rag‘batlantirish usullari, shaxsiylashtirilgan va interaktiv baholashning afzalliklari tahlil qilinadi. Ishda SI texnologiyalari yordamida baholash jarayonini avtomatlashtirish, o‘quvchi va o‘qituvchining o‘zaro hamkorligini kuchaytirish hamda ota-onaning ta’lim jarayonidagi ishtirokini ta’minlash masalalari yoritiladi.

Natijada, SI texnologiyalarini baholash jarayonida qo‘llash boshlang‘ich ta’limda ta’lim sifatini oshirish, o‘quvchilarning motivatsiyasini kuchaytirish va individual yondashuvni ta’minlashga xizmat qilishi aniqlanadi.
DOI: 10.5281/zenodo.18426241
title: Coherent Doppler Wind Lidar Wind Profile Observation and WRF Model Simulated Hourly Precipitation

description: Assimilating wind profiler observations can improve short-term precipitation forecasts, but the effectiveness of such assimilation depends strongly on the specification of the assimilation impact radius. This study investigates the impact of assimilating coherent Doppler wind lidar (CDWL) wind profiler observations on quantitative precipitation forecasts in the Weather Research and Forecasting (WRF) model, with an emphasis on dynamically estimating the assimilation impact radius, based on a heavy precipitation event that occurred over Hebei Province, China, during 23–26 July 2025. Sensitivity experiments were conducted using a dynamically diagnosed impact radius (DIR Exp.), the default static impact radius in WRF (SIR Exp.), and a control experiment without CDWL assimilation (CTL Exp.). Forecast performance was evaluated using continuous and categorical verification metrics, including temporal and spatial correlation coefficients of hourly accumulated precipitation and receiver operating characteristic analysis for heavy precipitation events. Results show that assimilating CDWL wind profiler observations improves precipitation forecast skill relative to CTL Exp., with the most pronounced benefits occurring during forecast lead times of 1–8 h. Compared with the static impact radius, the dynamically estimated impact radius yields higher spatial correlation and improved detection skill, particularly in regions with dense CDWL deployments. Diagnostic analyses based on moist potential vorticity indicate that the dynamic impact radius produces a more physically consistent thermodynamic–dynamic structure in the lower troposphere, characterized by enhanced instability and stronger convergence favorable for convective initiation and maintenance. These results highlight the importance of scale-aware assimilation strategies for improving short-term heavy precipitation forecasts.
DOI: 10.5281/zenodo.18426242
title: Coherent Doppler Wind Lidar Wind Profile Observation and WRF Model Simulated Hourly Precipitation

description: Assimilating wind profiler observations can improve short-term precipitation forecasts, but the effectiveness of such assimilation depends strongly on the specification of the assimilation impact radius. This study investigates the impact of assimilating coherent Doppler wind lidar (CDWL) wind profiler observations on quantitative precipitation forecasts in the Weather Research and Forecasting (WRF) model, with an emphasis on dynamically estimating the assimilation impact radius, based on a heavy precipitation event that occurred over Hebei Province, China, during 23–26 July 2025. Sensitivity experiments were conducted using a dynamically diagnosed impact radius (DIR Exp.), the default static impact radius in WRF (SIR Exp.), and a control experiment without CDWL assimilation (CTL Exp.). Forecast performance was evaluated using continuous and categorical verification metrics, including temporal and spatial correlation coefficients of hourly accumulated precipitation and receiver operating characteristic analysis for heavy precipitation events. Results show that assimilating CDWL wind profiler observations improves precipitation forecast skill relative to CTL Exp., with the most pronounced benefits occurring during forecast lead times of 1–8 h. Compared with the static impact radius, the dynamically estimated impact radius yields higher spatial correlation and improved detection skill, particularly in regions with dense CDWL deployments. Diagnostic analyses based on moist potential vorticity indicate that the dynamic impact radius produces a more physically consistent thermodynamic–dynamic structure in the lower troposphere, characterized by enhanced instability and stronger convergence favorable for convective initiation and maintenance. These results highlight the importance of scale-aware assimilation strategies for improving short-term heavy precipitation forecasts.
DOI: 10.5281/zenodo.18426457
title: EKSPORTGA YO'NALTIRILGAN OZIQ-OVQAT KORXONALARI MARKETING STRATEGIYASINI TAKOMILLASHTIRISH
DOI: 10.5281/zenodo.18426458
title: EKSPORTGA YO'NALTIRILGAN OZIQ-OVQAT KORXONALARI MARKETING STRATEGIYASINI TAKOMILLASHTIRISH
DOI: 10.5281/zenodo.18426459
title: 3ba8c34fd63d8aa48cee0a17a9ffc13c71aefaeeea9654cddb79dbf48f3c9fea
DOI: 10.5281/zenodo.18426460
title: 3ba8c34fd63d8aa48cee0a17a9ffc13c71aefaeeea9654cddb79dbf48f3c9fea
DOI: 10.15468/dl.bgjpzy
title: Occurrence Download

description: A dataset containing 516245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Larus glaucoides"
 ]
}

 The dataset includes 516245 records from 322 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001325-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gqm78
title: Occurrence Download

description: A dataset containing 381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oldeania",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 381 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001352-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c56xd3
title: Occurrence Download

description: A dataset containing 1572716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Larus glaucescens"
 ]
}

 The dataset includes 1572716 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001324-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6r7zs
title: Occurrence Download

description: A dataset containing 599 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribución histórica, prospección actual y áreas potenciales para reintroducir lobo mexicano (Canis lupus baileyi) en Durango, sur de la Sierra Madre Occidental, México"
 ]
}

 The dataset includes 599 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001353-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17608/k6.auckland.26878375
title: 5.5 A week's progress on two-note slurs (before and after)

description: This video pair documents a student’s progress with a fundamental building block of piano technique: the two-note slur. The first clip captures the common hurdle of achieving a true <i>cantabile (</i>singing) legato. Despite a brisk tempo, the notes lack a sense of cohesive musical connection. The touch is somewhat abrupt; the fingers strike the keys in an isolated, robotic fashion, resulting in a sound that feels dry and mechanical rather than phrased. The second video—recorded just one week later—reveals tangible progress in gestural phrasing. The student has begun to integrate more gravity (arm weight) into the movement, employing a much more controlled "landing" on the first note and a deliberate "float-off" on the second. While motor control is still being refined, the comparison shows a gradual transition from initial rigidity toward a more supple, connected, and musical sound.These videos form part of a broader research project investigating the development of coordinated movement in piano performance, with applications in piano pedagogy, injury prevention, and performance enhancement.
DOI: 10.17608/k6.auckland.26878375.v1
title: 5.5 A week's progress on two-note slurs (before and after)

description: This video pair documents a student’s progress with a fundamental building block of piano technique: the two-note slur. The first clip captures the common hurdle of achieving a true <i>cantabile (</i>singing) legato. Despite a brisk tempo, the notes lack a sense of cohesive musical connection. The touch is somewhat abrupt; the fingers strike the keys in an isolated, robotic fashion, resulting in a sound that feels dry and mechanical rather than phrased. The second video—recorded just one week later—reveals tangible progress in gestural phrasing. The student has begun to integrate more gravity (arm weight) into the movement, employing a much more controlled "landing" on the first note and a deliberate "float-off" on the second. While motor control is still being refined, the comparison shows a gradual transition from initial rigidity toward a more supple, connected, and musical sound.These videos form part of a broader research project investigating the development of coordinated movement in piano performance, with applications in piano pedagogy, injury prevention, and performance enhancement.
DOI: 10.15468/dl.rptynr
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarocalamus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 78 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001354-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.