cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18598535
title: Supporting information for "Global and regional Pleistocene benthic δ18O stacks on age models with and without astronomical tuning"

description: Constructing accurate age models for Pleistocene marine sediments is crucial for our understanding of glacial-interglacial cycles and other climatic processes. Benthic foraminiferal δ18O stacks, a proxy for ice sheet and climate evolution, are often used for stratigraphic alignment and chronology development in deep-sea sedimentary records, in combination with biostratigraphy, paleomagnetism, and radioisotopic constraints. Selection of an appropriate benthic δ18O alignment target influences the derived chronology at a given site, and divergent regional trends in benthic δ18O highlight the need for ocean-specific benthic δ18O stacks. The specific scientific question to be addressed by a study may also influence whether the alignment target should include astronomical tuning. Here, we introduce three benthic δ18O stacks – Atlantic, Pacific, and global – with three distinct chronologies for the global stack that incorporate astronomical forcing constraints to various degrees. The new global stack utilizes data from 224 cores and includes 50% more data than the previous “ProbStack” (Ahn et al., 2017). Hand-tuned regional and global stacks, intended as updates to the “LR04” stack (Lisiecki and Raymo, 2005), incorporate chronologies transferred from absolutely dated archives during 0-654 thousand years ago (ka) and an astronomically forced ice sheet model during 654-2700 ka. Due to the heterogeneous nature of the age constraints used for these stacks, we call them BIGSTACKmixed, BIGSTACKmixedA, and BIGSTACKmixedP. For applications where astronomical tuning should be minimized, we present a global stack primarily constrained by geomagnetic reversal age estimates, BIGSTACKmagrev. We also develop a third age model, BIGSTACKauto, which uses an automated optimization algorithm to “minimally tune” the stack to the pervasive ~41 kyr obliquity cycle, while avoiding assumptions about astronomical phase relationships. This suite of stacks offers flexibility in choosing δ18O stratigraphic alignment targets, to allow a wide range of applications in paleoceanographic hypothesis testing.

Feb. 10th, 2026 upate: the gap of NaN values in BIGSTACKmixed should be 645-650 ka, but in the previous version was 10 kyrs longer (635-650 ka) by mistake. The reason for a gap in the stack during that period is still valid — it's where two portions of the stack, based on absolutely dated targets (0-650ka) and astronomically tuned ice volume modeling (>650 ka), are joined together.
DOI: 10.5281/zenodo.15728047
title: Supporting information for "Global and regional Pleistocene benthic δ18O stacks on age models with and without astronomical tuning"

description: Constructing accurate age models for Pleistocene marine sediments is crucial for our understanding of glacial-interglacial cycles and other climatic processes. Benthic foraminiferal δ18O stacks, a proxy for ice sheet and climate evolution, are often used for stratigraphic alignment and chronology development in deep-sea sedimentary records, in combination with biostratigraphy, paleomagnetism, and radioisotopic constraints. Selection of an appropriate benthic δ18O alignment target influences the derived chronology at a given site, and divergent regional trends in benthic δ18O highlight the need for ocean-specific benthic δ18O stacks. The specific scientific question to be addressed by a study may also influence whether the alignment target should include astronomical tuning. Here, we introduce three benthic δ18O stacks – Atlantic, Pacific, and global – with three distinct chronologies for the global stack that incorporate astronomical forcing constraints to various degrees. The new global stack utilizes data from 224 cores and includes 50% more data than the previous “ProbStack” (Ahn et al., 2017). Hand-tuned regional and global stacks, intended as updates to the “LR04” stack (Lisiecki and Raymo, 2005), incorporate chronologies transferred from absolutely dated archives during 0-654 thousand years ago (ka) and an astronomically forced ice sheet model during 654-2700 ka. Due to the heterogeneous nature of the age constraints used for these stacks, we call them BIGSTACKmixed, BIGSTACKmixedA, and BIGSTACKmixedP. For applications where astronomical tuning should be minimized, we present a global stack primarily constrained by geomagnetic reversal age estimates, BIGSTACKmagrev. We also develop a third age model, BIGSTACKauto, which uses an automated optimization algorithm to “minimally tune” the stack to the pervasive ~41 kyr obliquity cycle, while avoiding assumptions about astronomical phase relationships. This suite of stacks offers flexibility in choosing δ18O stratigraphic alignment targets, to allow a wide range of applications in paleoceanographic hypothesis testing.

Feb. 10th, 2026 upate: the gap of NaN values in BIGSTACKmixed should be 645-650 ka, but in the previous version was 10 kyrs longer (635-650 ka) by mistake. The reason for a gap in the stack during that period is still valid — it's where two portions of the stack, based on absolutely dated targets (0-650ka) and astronomically tuned ice volume modeling (>650 ka), are joined together.
DOI: 10.15468/dl.zfuzud
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Brazil)",
 "TaxonKey is Phlebotomus perniciosus"
 ]
}

 The dataset includes 476 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005875-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18598403
title: Datasets used in geospatial electrification analysis for Ethiopia
DOI: 10.15468/dl.rnf2uh
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Brazil)",
 "TaxonKey is Phlebotomus tobbi"
 ]
}

 The dataset includes 59 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005876-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18598759
title: PREFIKSATSIYA VA SUFFIKSATSIYANING KOMPYUTER LINGVISTIKASI TERMINLARINING HOSIL BO'LISHIDAGI AHAMIYATI

description: Ushbu maqolada o‘zbek tilidagi prefiksatsiya va suffiksatsiya jarayonlarining kompyuter lingvistikasi terminlarini shakllantirishdagi o‘rni tahlil qilinadi. Tilshunoslikda affiksatsiya — yangi so‘zlar yasashning muhim vositasi bo‘lib, ayniqsa kompyuter lingvistikasi kabi zamonaviy fan sohalarida terminologiyani boyitishda katta ahamiyat kasb etadi. O‘zbek tili asosan suffiksal tizimga ega bo‘lib, yangi terminlar yaratishda ort qo‘shimchalardan faol foydalaniladi. Prefiksatsiya esa o‘zbek tilida tabiiy jarayon sifatida kam uchraydi, biroq ingliz va rus tillaridan kirib kelgan xalqaro prefikslar orqali yangi atamalar tarkibida qo‘llaniladi. Maqolada prefiksli va suffiksli atamalarning misollari, ularning semantik va grammatik o‘ziga xosliklari ko‘rsatib o‘tilgan. Shuningdek, yangi terminlar yaratishda affiksatsiyaning lingvistik moslashuvchanligi va texnik tushunchalarni ifodalashdagi afzalliklari yoritilgan.
DOI: 10.5281/zenodo.18598760
title: PREFIKSATSIYA VA SUFFIKSATSIYANING KOMPYUTER LINGVISTIKASI TERMINLARINING HOSIL BO'LISHIDAGI AHAMIYATI

description: Ushbu maqolada o‘zbek tilidagi prefiksatsiya va suffiksatsiya jarayonlarining kompyuter lingvistikasi terminlarini shakllantirishdagi o‘rni tahlil qilinadi. Tilshunoslikda affiksatsiya — yangi so‘zlar yasashning muhim vositasi bo‘lib, ayniqsa kompyuter lingvistikasi kabi zamonaviy fan sohalarida terminologiyani boyitishda katta ahamiyat kasb etadi. O‘zbek tili asosan suffiksal tizimga ega bo‘lib, yangi terminlar yaratishda ort qo‘shimchalardan faol foydalaniladi. Prefiksatsiya esa o‘zbek tilida tabiiy jarayon sifatida kam uchraydi, biroq ingliz va rus tillaridan kirib kelgan xalqaro prefikslar orqali yangi atamalar tarkibida qo‘llaniladi. Maqolada prefiksli va suffiksli atamalarning misollari, ularning semantik va grammatik o‘ziga xosliklari ko‘rsatib o‘tilgan. Shuningdek, yangi terminlar yaratishda affiksatsiyaning lingvistik moslashuvchanligi va texnik tushunchalarni ifodalashdagi afzalliklari yoritilgan.
DOI: 10.5281/zenodo.18468506
title: Dataset segmentů silniční sítě pro vyhodnocení relativní nehodovosti

description: Road network data were obtained from the Road and Motorway Directorate of the Czech Republic. Motorways and primary roads were segmented for analysis. In total, 7,826 segments were created; subsequent analyses used 4,459 road sections (8,509 km) classified into NWA reference groups (motorways, primary divided, primary undivided). Section attributes were assigned for proactive assessment (reduction factors RF 0–1 and a final score of 0–100%) and for reactive assessment using Czech Traffic Police crash data (fatal and injury crashes, 2021–2023). Crashes occurring on sections were matched to the nearest section within 50 m, and crash frequencies were calculated per section.
DOI: 10.5281/zenodo.18468507
title: Dataset segmentů silniční sítě pro vyhodnocení relativní nehodovosti

description: Road network data were obtained from the Road and Motorway Directorate of the Czech Republic. Motorways and primary roads were segmented for analysis. In total, 7,826 segments were created; subsequent analyses used 4,459 road sections (8,509 km) classified into NWA reference groups (motorways, primary divided, primary undivided). Section attributes were assigned for proactive assessment (reduction factors RF 0–1 and a final score of 0–100%) and for reactive assessment using Czech Traffic Police crash data (fatal and injury crashes, 2021–2023). Crashes occurring on sections were matched to the nearest section within 50 m, and crash frequencies were calculated per section.
DOI: 10.57745/6t3xw2
title: thflux.bin

description: Turbulent heat flux, forced convection
DOI: 10.57745/updq84
title: readme.txt

description: Description of the dataset
DOI: 10.57745/znxyji
title: u_mean.bin

description: Averaged velocity, forced convection
DOI: 10.57745/r4c6sg
title: t_mean.bin

description: Averaged temperature, forced convection
DOI: 10.57745/1owaml
title: u_variance.bin

description: Velocity variance, forced convection
DOI: 10.57745/hyd7vz
title: t_variance.bin

description: Temperature variance, forced convection
DOI: 10.57745/xrjix2
title: t_mean.bin

description: Averaged temperature, mixed convection
DOI: 10.57745/mjed4q
title: u_variance.bin

description: Velocity variance, mixed convection
DOI: 10.57745/xqwxkr
title: u_mean.bin

description: Averaged velocity, mixed convection
DOI: 10.57745/4vvdu2
title: t_variance.bin

description: Temperature variance, mixed convection
DOI: 10.57745/ddhjun
title: thflux.bin

description: Turbulent heat flux, mixed convection
DOI: 10.57745/s8xjrk
title: plot.py

description: Python script showing how to process the dataset
DOI: 10.57745/6cgpi4
title: Replication data for: High-fidelity simulation of developing mixed convection in a buoyancy-aided vertical pipe flow

description: A high-fidelity simulation of buoyancy-assisted mixed convection in a turbulent pipe flow is performed to investigate the spatial transition from the forced to the mixed convection regime. The configuration is representative of pressurised water in industrial applications (10^7 Pa and 400 K), with a Reynolds number, a Prandtl number and a Richardson number of 7483, 1.394 and 5.047, respectively, based on the pipe diameter, the mass flow rate and the imposed heat flux. The thermal entry length is relatively long: skin friction and Nusselt number reach fully developed values after 70 diameters. The development zone shows a complex behaviour with a partial relaminarisation and a turbulence redevelopment associated with strong temperature fluctuations. These phenomena can be observed for the first time thanks to the use of a very long computational domain based on inflow/outflow boundary conditions with a realistic turbulence injection at the inlet.
DOI: 10.5281/zenodo.18598363
title: How spatial configuration constrains the hydrological resilience of global cities
DOI: 10.5281/zenodo.18598362
title: How spatial configuration constrains the hydrological resilience of global cities
DOI: 10.15468/dl.9pyn7t
title: Occurrence Download

description: A dataset containing 982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Spain)",
 "TaxonKey is Amblyomma cajennense"
 ]
}

 The dataset includes 982 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005878-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shgc4t
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odontostilbe parecis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005879-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18742/28070390
title: Fusing Data from CT Deep Learning, CT Radiomics and Peripheral Blood Immune profiles to Diagnose Lung Cancer in Symptomatic Patients

description: Background: Lung cancer is the leading cause of cancer-related deaths. Diagnosis at late stages is common due to the largely non-specific nature of presenting symptoms contributing to high mortality. There is a lack of specific, minimally invasive low-cost tests to screen patients ahead of the diagnostic biopsy. Patients and Methods: 344 symptomatic patients from the lung clinic of Lister hospital suspected of lung cancer were recruited. Predictive covariates were successfully generated on 170 patients from Computed Tomography (CT) scans using CT Texture Analysis (CTTA) and Deep Learning Autoencoders (DLA) as well as from peripheral blood data for immunity using high depth flow-cytometry and for exosome protein components. Study: “Improving the Early Detection of Lung Cancer by Combining Exosomal Analysis of Hypoxia with Standard of Care Imaging (LungExoDETECT)” (https://clinicaltrials.gov/ct2/show/NCT04629079)All procedures were performed in compliance with relevant laws and institutional guidelines and have been approved by the UK NHS HRA, and informed consent obtained from the subjects (REC reference: 19/EE/0357 20<sup>th</sup> Feb 2020). <br>
DOI: 10.18742/28070390.v1
title: Fusing Data from CT Deep Learning, CT Radiomics and Peripheral Blood Immune profiles to Diagnose Lung Cancer in Symptomatic Patients

description: Background: Lung cancer is the leading cause of cancer-related deaths. Diagnosis at late stages is common due to the largely non-specific nature of presenting symptoms contributing to high mortality. There is a lack of specific, minimally invasive low-cost tests to screen patients ahead of the diagnostic biopsy. Patients and Methods: 344 symptomatic patients from the lung clinic of Lister hospital suspected of lung cancer were recruited. Predictive covariates were successfully generated on 170 patients from Computed Tomography (CT) scans using CT Texture Analysis (CTTA) and Deep Learning Autoencoders (DLA) as well as from peripheral blood data for immunity using high depth flow-cytometry and for exosome protein components. Study: “Improving the Early Detection of Lung Cancer by Combining Exosomal Analysis of Hypoxia with Standard of Care Imaging (LungExoDETECT)” (https://clinicaltrials.gov/ct2/show/NCT04629079)All procedures were performed in compliance with relevant laws and institutional guidelines and have been approved by the UK NHS HRA, and informed consent obtained from the subjects (REC reference: 19/EE/0357 20<sup>th</sup> Feb 2020). <br>
DOI: 10.15468/dl.mfyfv8
title: Occurrence Download

description: A dataset containing 3339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is one of (Lontra longicaudis, Panthera onca, Pteronura brasiliensis, Speothos venaticus, Galictis vittata, Potos flavus)"
 ]
}

 The dataset includes 3339 records from 303 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005877-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60905/b4bvrv
title: Universidad de Antioquia

description: &lt;p&gt;La noticia es una opini��n sobre la importancia de la reapertura de la universidad. Hace un llamado a la importancia que tienen todos los estamentos de la universidad en la soluci��n de los conflictos que se presentan en Colombia con la universidad p��blica y superior. Rescata el papel que tienen los profesores en la soluci��n a los problemas, el potencial cr��tico de los estudiantes y alude a que las directivas no pueden hacer caso omiso a la crisis y malestar de los estudiantes. Reitera constantemente que la UdeA no puede ser ajena a la problem��tica y debe escuchar a los estudiantes, el dialogo -seg��n el columnista- ha arrojado buenos resultados y debe seguir fortaleci��ndose y debe seguir aportando al fortalecimiento de una cultura universitaria nacional.&lt;/p&gt;
description: CONTEXTO DE LA NOTICIA: Tropas del ej��rcito en la UN; Tensiones entre Italia y Biafra; Pol��tica latinoamericana con EU.
DOI: 10.15468/dl.sshqmg
title: Occurrence Download

description: A dataset containing 17477 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 61.2993700571118
 AND decimallatitude &lt;= 66.79314043790278
 AND decimallongitude &gt;= 55.37297038330212
 AND decimallongitude &lt;= 71.84031383705663
 AND GBIF_Within('POLYGON ((71.840314 61.299370, 71.840314 66.793140, 55.372970 66.793140, 55.372970 61.299370, 71.840314 61.299370))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 17477 records were derived from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005866-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18511297
title: Prediction and Causality

description: This is a repository containing data and code to analyse sensory uncertainty around predictions of moving trajectories and subjective causality judgments in launching paradigms.
DOI: 10.5281/zenodo.18598720
title: Prediction and Causality

description: This is a repository containing data and code to analyse sensory uncertainty around predictions of moving trajectories and subjective causality judgments in launching paradigms.
DOI: 10.5281/zenodo.18598778
title: QO'QON XONI MUHAMMADALIXON SHAXSIYATI TARIXIY MANBALAR TALQINIDA

description: Qoʻqon xoni Muhammad Alixonning shaxsiyati masalasi asrlar davomida bahsli masalalardan biri boʻlib keladi. Mazkur maqolada XIX asrda Movarounnahrning siyosiy, madaniy va ijtimoiy hayotida muhim rol oʻynagan Muhammad Alixon shaxsiyati va faoliyati tarixiy manbalar asosida keng yoritiladi. Tadqiqotda asosan “Tarixi Shohruhiy”, “Ansob as-salotin va tavorix al-xavoqin”, “Muntaxab ut-tavorix”, “Tuhfat-ul-ahbob fiy tazkirat-ul-ashob” kabi zamonasining muhim yozma manbalariga, shuningdek, zamonaviy tadqiqotlar va xorijiy manbalarga (masalan, Scott C. Levi ning “The Rise and Fall of Khoqand”, Henry H. Howorth ning “History of the Mongols”) tayangan holda Muhammad Alixonning siyosiy qarashlari, ma'naviy-ma'rifiy faoliyati, shaxsiy fazilatlari, hamda u boshchilik qilgan davrdagi ijtimoiy-siyosiy vaziyat tahlil qilinadi. Muhammad Alixon Qoʻqon xonligi tarixida oʻziga xos oʻringa ega boʻlgan shaxs boʻlib, uning hukmronligi davrida xonlikda ichki islohotlar, harbiy tuzumdagi oʻzgarishlar va tashqi siyosiy munosabatlar muhim bosqichga kirgan. Shu bilan birga, uning shaxsiyatiga oid tasvirlar nafaqat rasmiy tarixiy manbalarda, balki adabiy-tazkiraviy asarlarda ham oʻz aksini topgan. U haqidagi rivoyatlar va tasvirlar orqali oʻsha davr odob-axloq me'yorlari, shaxsiy tarbiya, boshqaruv kabi jihatlar ham oʻrganiladi. Tadqiqot jarayonida manbalarning tarixiy va shaxsiy jihatlari qiyosiy-tahliliy usulda oʻrganilib, Muhammad Alixon shaxsining tarixiy obrazini yaratishga xizmat qiluvchi asosiy manbalar aniqlanadi. Ushbu tadqiqot Muhammad Alixon shaxsiyatini chuqur anglash, uning faoliyatiga turlicha yondashuvni shakllantirish va tarixiy manbalarning tanqidiy tahlil asosida qayta baholash imkonini beradi. Shuningdek, bu ish XIX asr oʻrtalarida Qoʻqon xonligida yuz bergan siyosiy jarayonlarni shaxs omili bilan bogʻliq holda tushunishga xizmat qiladi. Maqola kengaytirilgan shaklda 15-20 betlik hajmda taqdim etiladi, manbalardan ko'plab iqtiboslar keltirilgan.
DOI: 10.5281/zenodo.18598779
title: QO'QON XONI MUHAMMADALIXON SHAXSIYATI TARIXIY MANBALAR TALQINIDA

description: Qoʻqon xoni Muhammad Alixonning shaxsiyati masalasi asrlar davomida bahsli masalalardan biri boʻlib keladi. Mazkur maqolada XIX asrda Movarounnahrning siyosiy, madaniy va ijtimoiy hayotida muhim rol oʻynagan Muhammad Alixon shaxsiyati va faoliyati tarixiy manbalar asosida keng yoritiladi. Tadqiqotda asosan “Tarixi Shohruhiy”, “Ansob as-salotin va tavorix al-xavoqin”, “Muntaxab ut-tavorix”, “Tuhfat-ul-ahbob fiy tazkirat-ul-ashob” kabi zamonasining muhim yozma manbalariga, shuningdek, zamonaviy tadqiqotlar va xorijiy manbalarga (masalan, Scott C. Levi ning “The Rise and Fall of Khoqand”, Henry H. Howorth ning “History of the Mongols”) tayangan holda Muhammad Alixonning siyosiy qarashlari, ma'naviy-ma'rifiy faoliyati, shaxsiy fazilatlari, hamda u boshchilik qilgan davrdagi ijtimoiy-siyosiy vaziyat tahlil qilinadi. Muhammad Alixon Qoʻqon xonligi tarixida oʻziga xos oʻringa ega boʻlgan shaxs boʻlib, uning hukmronligi davrida xonlikda ichki islohotlar, harbiy tuzumdagi oʻzgarishlar va tashqi siyosiy munosabatlar muhim bosqichga kirgan. Shu bilan birga, uning shaxsiyatiga oid tasvirlar nafaqat rasmiy tarixiy manbalarda, balki adabiy-tazkiraviy asarlarda ham oʻz aksini topgan. U haqidagi rivoyatlar va tasvirlar orqali oʻsha davr odob-axloq me'yorlari, shaxsiy tarbiya, boshqaruv kabi jihatlar ham oʻrganiladi. Tadqiqot jarayonida manbalarning tarixiy va shaxsiy jihatlari qiyosiy-tahliliy usulda oʻrganilib, Muhammad Alixon shaxsining tarixiy obrazini yaratishga xizmat qiluvchi asosiy manbalar aniqlanadi. Ushbu tadqiqot Muhammad Alixon shaxsiyatini chuqur anglash, uning faoliyatiga turlicha yondashuvni shakllantirish va tarixiy manbalarning tanqidiy tahlil asosida qayta baholash imkonini beradi. Shuningdek, bu ish XIX asr oʻrtalarida Qoʻqon xonligida yuz bergan siyosiy jarayonlarni shaxs omili bilan bogʻliq holda tushunishga xizmat qiladi. Maqola kengaytirilgan shaklda 15-20 betlik hajmda taqdim etiladi, manbalardan ko'plab iqtiboslar keltirilgan.