cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8v4y2g4gxr
title: new project user journey dashboard

description: new project user journey dashboard
DOI: 10.6084/m9.figshare.23508876.v1
title: 04 Nwestbladi. Decontaminated genome. Softmasked. HiFi

description: Genome of Nemertoderma westbladi sequenced with HiFi. This is like the decontaminated genome, but the repeat content has been softmasked.
DOI: 10.17632/6dhjjhhtbs
title: ABAQUS subroutines for the simulation of fatigue crack propagation in quasi-brittle materials using phase field cohesive zone approach

description: This document presents ABAQUS subroutines and instructions for utilizing the phase field cohesive zone framework in simulating fatigue crack propagation in quasi-brittle materials within the ABAQUS software. The implementation involves the use of the user material subroutine (UMAT) and the heat flow subroutine (HETVAL) at the integration point level. The approach leverages the correspondence between the heat transfer law and the phase field balance equation. An illustrative example of fatigue simulation, demonstrating mixed-mode crack propagation in concrete, is also included.
DOI: 10.15468/dl.yz9ztb
title: Occurrence Download

description: A dataset containing 262136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Glyceria maxima (Hartm.) Holmb.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 262136 records from 758 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012967-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18375312
title: Digital Gig Economy Workforce and Private Sector Digital Outsourcing Practices: Supply and Demand Side analysis

description: Data to establish the demand and supply side factors that enable digital  gig work in Kenya
DOI: 10.5281/zenodo.18375313
title: Digital Gig Economy Workforce and Private Sector Digital Outsourcing Practices: Supply and Demand Side analysis

description: Data to establish the demand and supply side factors that enable digital  gig work in Kenya
DOI: 10.5281/zenodo.18442814
title: lachesis_muta_spades_01.fasta.gz
DOI: 10.5281/zenodo.18442815
title: lachesis_muta_spades_01.fasta.gz
DOI: 10.15468/dl.n3h4as
title: Occurrence Download

description: A dataset containing 616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((51.88140 20.37258,165.11860 20.37258,165.11860 65.62742,51.88140 65.62742,51.88140 20.37258))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Platanthera fuscescens"
 ]
}

 The dataset includes 616 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003511-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwyc9v
title: Occurrence Download

description: A dataset containing 1212 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyarotis adrastus"
 ]
}

 The dataset includes 1212 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003512-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mchbr
title: Occurrence Download

description: A dataset containing 641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anisakis",
 "Year 2000-2026"
 ]
}

 The dataset includes 641 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003514-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfq6cr
title: Occurrence Download

description: A dataset containing 18863 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neptis sappho"
 ]
}

 The dataset includes 18863 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003513-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryjrqu
title: Occurrence Download

description: A dataset containing 2612 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Discophora sondaica"
 ]
}

 The dataset includes 2612 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003515-260129131611470/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.24042108
title: Data and code for Cheng et al., Hippocampus 2023

description: Data and code for Cheng et al. 2023 <i>A configural context signal simultaneously but separably drives positioning and orientation of hippocampal place fields, </i>Hippocampus
DOI: 10.6084/m9.figshare.24042108.v1
title: Data and code for Cheng et al., Hippocampus 2023

description: Data and code for Cheng et al. 2023 <i>A configural context signal simultaneously but separably drives positioning and orientation of hippocampal place fields, </i>Hippocampus
DOI: 10.15468/dl.jv36gn
title: Occurrence Download

description: A dataset containing 469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mongolia, China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polemonium caeruleum"
 ]
}

 The dataset includes 469 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003516-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17645067
title: Supplementary Dataset

description: This dataset contains supplementary data supporting the manuscript“Microcurrent Toothbrush Therapy Reduces Biofilm Near Orthodontic Brackets”.

Files include:1. AppendixTable2_In-vitro-functional-expression.xlsx – comparison of functional gene expression from in vitro salivary biofilm.2. AppendixTable3_Clinical-whole-saliva-functional-expression.xlsx – changes in functional gene expression from unstimulated whole saliva after 16 weeks of use.3. invitro_EC_MetaCyc_Differential_Summary.csv – MetaCyc differential pathway summary derived from in vitro EC analysis.

The dataset is provided under embargo until publication acceptance.
DOI: 10.5281/zenodo.17645068
title: Supplementary Dataset

description: This dataset contains supplementary data supporting the manuscript“Microcurrent Toothbrush Therapy Reduces Biofilm Near Orthodontic Brackets”.

Files include:1. AppendixTable2_In-vitro-functional-expression.xlsx – comparison of functional gene expression from in vitro salivary biofilm.2. AppendixTable3_Clinical-whole-saliva-functional-expression.xlsx – changes in functional gene expression from unstimulated whole saliva after 16 weeks of use.3. invitro_EC_MetaCyc_Differential_Summary.csv – MetaCyc differential pathway summary derived from in vitro EC analysis.

The dataset is provided under embargo until publication acceptance.
DOI: 10.5281/zenodo.18442184
title: data & documentation for referees' inspection for article "Enhancing Translation Abilities with Intelligent Cognitive Diagnostic Feedback"
DOI: 10.5281/zenodo.18442183
title: data & documentation for referees' inspection for article "Enhancing Translation Abilities with Intelligent Cognitive Diagnostic Feedback"
DOI: 10.15468/dl.rsdrrp
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polygonatum hookeri"
 ]
}

 The dataset includes 231 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003517-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18369865
title: GEARS/1 (FAIR Digital Object)
DOI: 10.5281/zenodo.18369866
title: GEARS/1 (FAIR Digital Object)
DOI: 10.5519/qd.atlvo3jp
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2 records)
DOI: 10.5519/qd.1dwvnqhh
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (584 records)
DOI: 10.15468/dl.zc5cut
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polygonatum humile"
 ]
}

 The dataset includes 198 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003518-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18369721
title: CHUIS/1 (FAIR Digital Object)
DOI: 10.5281/zenodo.18442869
title: विकसित भारत @2047: सांस्कृतिकता और आधुनिकता का संगम
DOI: 10.5281/zenodo.18442868
title: विकसित भारत @2047: सांस्कृतिकता और आधुनिकता का संगम
DOI: 10.5281/zenodo.18442420
title: Stable soap bubble clusters with multiple torus bubbles: getting a bit more exotic

description: More examples of stable soap bubble clusters with multiple torus bubbles already published on Zenodo.





Surface Evolver configuration files allowing to get stable soap bubble clusters with multiple torus bubbles. Surface Evolver website: https://kenbrakke.com/evolver/evolver.html

Stable soap bubble clusters from the simulations using the previous configuration files (coarse and fine discretizations).

Multimaterial meshes versions of Surface Evolver dump files. MultiTracker format: http://www.cs.columbia.edu/cg/multitracker/

Python script to generate Surface Evolver configuration files.

Python script to view the clusters independently of Surface Evolver. Use of Polyscope: https://polyscope.run/



The compressed tarball README.txz only contrains the tex/bib files and figures to generate README.pdf
DOI: 10.15468/dl.bg4z6a
title: Occurrence Download

description: A dataset containing 1704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polygonatum odoratum"
 ]
}

 The dataset includes 1704 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003520-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442775
title: Zachary Karate Club (Karate) Dataset

description: Zachary Karate Club (Karate): This dataset, collected by Wayne Zachary in 1977, represents the social network of members in a university Karate club. Each node represents a club member, and edges denote contact or interaction between members.

 
description: Statistics




Size
n =
34


Volume
m =
78


Loop count
l =
0


Wedge count
s =
528


Claw count
z =
1,764


Cross count
x =
5,082


Triangle count
t =
45


Square count
q =
154


4-Tour count
T4 =
3,500


Maximum degree
dmax =
17


Average degree
d =
4.588 24


Fill
p =
0.139 037


Size of LCC
N =
34


Diameter
δ =
5


50-Percentile effective diameter
δ0.5 =
1.840 54


90-Percentile effective diameter
δ0.9 =
3.441 98


Median distance
δM =
2


Mean distance
δm =
2.443 26


Gini coefficient
G =
0.385 370


Balanced inequality ratio
P =
0.339 744


Relative edge distribution entropy
Her =
0.924 709


Power law exponent
γ =
1.780 96


Tail power law exponent
γt =
2.161 00


Tail power law exponent with p
γ3 =
2.161 00


p-value
p =
0.151 000


Degree assortativity
ρ =
−0.475 613


Degree assortativity p-value
pρ =
3.509 45 × 10−10


Clustering coefficient
c =
0.255 682


Spectral norm
α =
6.725 70


Algebraic connectivity
a =
0.468 525


Spectral separation
|λ1[A] / λ2[A]| =
1.351 34


Non-bipartivity
bA =
0.332 823


Normalized non-bipartivity
bN =
0.285 389


Algebraic non-bipartivity
χ =
0.878 988


Spectral bipartite frustration
bK =
0.047 893 6


Controllability
C =
8


Relative controllability
Cr =
0.235 294
DOI: 10.5281/zenodo.18442776
title: Zachary Karate Club (Karate) Dataset

description: Zachary Karate Club (Karate): This dataset, collected by Wayne Zachary in 1977, represents the social network of members in a university Karate club. Each node represents a club member, and edges denote contact or interaction between members.

 
description: Statistics




Size
n =
34


Volume
m =
78


Loop count
l =
0


Wedge count
s =
528


Claw count
z =
1,764


Cross count
x =
5,082


Triangle count
t =
45


Square count
q =
154


4-Tour count
T4 =
3,500


Maximum degree
dmax =
17


Average degree
d =
4.588 24


Fill
p =
0.139 037


Size of LCC
N =
34


Diameter
δ =
5


50-Percentile effective diameter
δ0.5 =
1.840 54


90-Percentile effective diameter
δ0.9 =
3.441 98


Median distance
δM =
2


Mean distance
δm =
2.443 26


Gini coefficient
G =
0.385 370


Balanced inequality ratio
P =
0.339 744


Relative edge distribution entropy
Her =
0.924 709


Power law exponent
γ =
1.780 96


Tail power law exponent
γt =
2.161 00


Tail power law exponent with p
γ3 =
2.161 00


p-value
p =
0.151 000


Degree assortativity
ρ =
−0.475 613


Degree assortativity p-value
pρ =
3.509 45 × 10−10


Clustering coefficient
c =
0.255 682


Spectral norm
α =
6.725 70


Algebraic connectivity
a =
0.468 525


Spectral separation
|λ1[A] / λ2[A]| =
1.351 34


Non-bipartivity
bA =
0.332 823


Normalized non-bipartivity
bN =
0.285 389


Algebraic non-bipartivity
χ =
0.878 988


Spectral bipartite frustration
bK =
0.047 893 6


Controllability
C =
8


Relative controllability
Cr =
0.235 294
DOI: 10.15468/dl.97jwry
title: Occurrence Download

description: A dataset containing 3795 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus arctos horribilis"
 ]
}

 The dataset includes 3795 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003521-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442916
title: CHUIS/1 (FAIR Digital Object)
DOI: 10.25574/32126
title: Chandra X-ray Observatory ObsId 32126

description: An random sub-sample of lambda=25-80 redMaPPer clusters
DOI: 10.15468/dl.v6mkpd
title: Occurrence Download

description: A dataset containing 176052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepomis macrochirus"
 ]
}

 The dataset includes 176052 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003503-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmu826
title: Occurrence Download

description: A dataset containing 930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "Geometry POLYGON((126.7632 34.60208,126.79321 34.60208,126.79321 34.62967,126.7632 34.62967,126.7632 34.60208))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 930 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003522-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442952
title: MA'NAVIY-MA'RIFIY TARBIYA JARAYONLARINI BOSHQARISHDA PEDAGOGIK MENEJMENTNING ZAMONAVIY PARADIGMALARI

description: Mazkur maqolada ta’lim muassasalarida ma’naviy-ma’rifiy tarbiya jarayonlarini boshqarishning zamonaviy pedagogik paradigmalari tadqiq etilgan. Global axborot makoni sharoitida talabalar shaxsini shakllantirishda pedagogik menejment tamoyillari, zamonaviy yondashuvlar va texnologiyalar tahlil qilingan. Tadqiqotda shaxsga yo‘naltirilgan, aksiologik, faoliyatli yondashuvlarning ma’naviy-ma’rifiy tarbiya samaradorligini ta’minlashdagi ahamiyati ochib berilgan. Ma’naviy-ma’rifiy tarbiya jarayonlarini boshqarishning mazmun, shakl va metodlarini takomillashtirish bo‘yicha ilmiy-nazariy xulosalar berilgan.
DOI: 10.5281/zenodo.18442953
title: MA'NAVIY-MA'RIFIY TARBIYA JARAYONLARINI BOSHQARISHDA PEDAGOGIK MENEJMENTNING ZAMONAVIY PARADIGMALARI

description: Mazkur maqolada ta’lim muassasalarida ma’naviy-ma’rifiy tarbiya jarayonlarini boshqarishning zamonaviy pedagogik paradigmalari tadqiq etilgan. Global axborot makoni sharoitida talabalar shaxsini shakllantirishda pedagogik menejment tamoyillari, zamonaviy yondashuvlar va texnologiyalar tahlil qilingan. Tadqiqotda shaxsga yo‘naltirilgan, aksiologik, faoliyatli yondashuvlarning ma’naviy-ma’rifiy tarbiya samaradorligini ta’minlashdagi ahamiyati ochib berilgan. Ma’naviy-ma’rifiy tarbiya jarayonlarini boshqarishning mazmun, shakl va metodlarini takomillashtirish bo‘yicha ilmiy-nazariy xulosalar berilgan.
DOI: 10.34740/kaggle/dsv/14689376
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18442939
title: LINF_320017900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18442938
title: LINF_320017900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18442960
title: BANK XIZMATLARINI RAQAMLASHTIRISHNING TIJORAT BANKLARI MOLIYAVIY BARQARORLIGIGA TA'SIRI

description: Mazkur maqolada tijorat banklarida bank xizmatlarini raqamlashtirish jarayonining moliyaviy barqarorlik ko‘rsatkichlariga ta’siri empirik va institutsional yondashuv asosida tahlil qilinadi. Tadqiqotda banklarning kredit portfeli sifati, muammoli kreditlar (NPL), kapital yetarliligi, likvidlik va operatsion risklar ko‘rsatkichlari raqamlashtirish jarayonlari bilan o‘zaro bog‘liqlikda ko‘rib chiqilgan. Tahlil O‘zbekiston tijorat banklari amaliyoti, xususan, 2025-yil 1-may holatiga tuzilgan bank risklari bo‘yicha rasmiy hisobot ma’lumotlariga tayangan holda amalga oshirilgan. Natijalar shuni ko‘rsatadiki, raqamli bank xizmatlarining kengayishi bank operatsion samaradorligini oshirgan bo‘lsa-da, ayrim kredit mahsulotlari bo‘yicha risklarning ortishiga ham sabab bo‘lmoqda.
DOI: 10.5281/zenodo.18442959
title: BANK XIZMATLARINI RAQAMLASHTIRISHNING TIJORAT BANKLARI MOLIYAVIY BARQARORLIGIGA TA'SIRI

description: Mazkur maqolada tijorat banklarida bank xizmatlarini raqamlashtirish jarayonining moliyaviy barqarorlik ko‘rsatkichlariga ta’siri empirik va institutsional yondashuv asosida tahlil qilinadi. Tadqiqotda banklarning kredit portfeli sifati, muammoli kreditlar (NPL), kapital yetarliligi, likvidlik va operatsion risklar ko‘rsatkichlari raqamlashtirish jarayonlari bilan o‘zaro bog‘liqlikda ko‘rib chiqilgan. Tahlil O‘zbekiston tijorat banklari amaliyoti, xususan, 2025-yil 1-may holatiga tuzilgan bank risklari bo‘yicha rasmiy hisobot ma’lumotlariga tayangan holda amalga oshirilgan. Natijalar shuni ko‘rsatadiki, raqamli bank xizmatlarining kengayishi bank operatsion samaradorligini oshirgan bo‘lsa-da, ayrim kredit mahsulotlari bo‘yicha risklarning ortishiga ham sabab bo‘lmoqda.
DOI: 10.5281/zenodo.18427601
title: Data and R scripts for: Climate-sensitive periods of tree growth are advancing in cold and delaying in dry climates

description: This Zenodo deposit contains the R scripts and processed datasets used to reproduce the analyses and figures for the manuscript “Climate-sensitive periods of tree growth are advancing in cold and delaying in dry climates.” It includes the end-to-end pipeline for extracting climate-sensitive periods from tree-ring chronologies using daily ERA5-Land climate data, as well as the modelling and plotting scripts used for the manuscript. Processed analysis inputs (e.g., modelling_data.rds), comparison data (compare_SPEI_P.rds), and site-level metadata for 2,908 chronologies (meta_data.csv) are provided, together with a README describing how to run the workflows.
DOI: 10.15468/dl.xz28zr
title: Occurrence Download

description: A dataset containing 53118 records in GBIF matching the query:
SELECT
 COUNT(*),
 (FLOOR("decimallongitude") + 0.5) AS "lon_0_centroid",
 (FLOOR("decimallatitude") + 0.5) AS "lat_0_centroid"
FROM occurrence
WHERE 
 ("hasgeospatialissues" = 'false') AND 
 ("hascoordinate" = 'true') AND 
 ("occurrencestatus" = 'PRESENT') AND 
 NOT("basisofrecord" IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')) AND 
 ("year" &lt;= 2025)
GROUP BY 
 "lon_0_centroid", "lat_0_centroid"

 The dataset's 53118 records were derived from 68543 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003519-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442970
title: RAQAMLI TRANSFORMATSIYA SHAROITIDA TIJORAT BANKLARI RAQOBATBARDOSHLIGINI OSHIRISH

description: Mazkur ilmiy maqolada raqamli transformatsiya jarayonlarining tijorat banklari raqobatbardoshligiga ta’siri moliyaviy barqarorlik va risk ko‘rsatkichlari asosida tahlil qilinadi. Tadqiqotda tijorat banklarining kredit portfeli tuzilmasi, muammoli kreditlar (NPL), kapital yetarliligi, likvidlik darajasi hamda resurs bazasi konsentratsiyasi raqamli bank xizmatlari kengayishi sharoitida o‘rganildi. Empirik tahlil O‘zbekiston tijorat banklaridan biri — “Turonbank” ATBning 2025-yil 1-may holatiga tuzilgan rasmiy hisobot ma’lumotlariga asoslandi. Tadqiqot natijalari shuni ko‘rsatadiki, raqamli kreditlash va onlayn moliyalashtirish bank xizmatlari ommaviyligini oshirgan bo‘lsa-da, kredit risklari va likvidlik nomutanosibligini kuchaytiruvchi omil sifatida namoyon bo‘lmoqda.
DOI: 10.5281/zenodo.18442969
title: RAQAMLI TRANSFORMATSIYA SHAROITIDA TIJORAT BANKLARI RAQOBATBARDOSHLIGINI OSHIRISH

description: Mazkur ilmiy maqolada raqamli transformatsiya jarayonlarining tijorat banklari raqobatbardoshligiga ta’siri moliyaviy barqarorlik va risk ko‘rsatkichlari asosida tahlil qilinadi. Tadqiqotda tijorat banklarining kredit portfeli tuzilmasi, muammoli kreditlar (NPL), kapital yetarliligi, likvidlik darajasi hamda resurs bazasi konsentratsiyasi raqamli bank xizmatlari kengayishi sharoitida o‘rganildi. Empirik tahlil O‘zbekiston tijorat banklaridan biri — “Turonbank” ATBning 2025-yil 1-may holatiga tuzilgan rasmiy hisobot ma’lumotlariga asoslandi. Tadqiqot natijalari shuni ko‘rsatadiki, raqamli kreditlash va onlayn moliyalashtirish bank xizmatlari ommaviyligini oshirgan bo‘lsa-da, kredit risklari va likvidlik nomutanosibligini kuchaytiruvchi omil sifatida namoyon bo‘lmoqda.
DOI: 10.5281/zenodo.18427602
title: Data and R scripts for: Climate-sensitive periods of tree growth are advancing in cold and delaying in dry climates

description: This Zenodo deposit contains the R scripts and processed datasets used to reproduce the analyses and figures for the manuscript “Climate-sensitive periods of tree growth are advancing in cold and delaying in dry climates.” It includes the end-to-end pipeline for extracting climate-sensitive periods from tree-ring chronologies using daily ERA5-Land climate data, as well as the modelling and plotting scripts used for the manuscript. Processed analysis inputs (e.g., modelling_data.rds), comparison data (compare_SPEI_P.rds), and site-level metadata for 2,908 chronologies (meta_data.csv) are provided, together with a README describing how to run the workflows.