cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18419/darus-2986/280
title: ns_incom_inhom_2d_512-111.h5

description: :unav
DOI: 10.18419/darus-2986/281
title: ns_incom_inhom_2d_512-176.h5
DOI: 10.18419/darus-2986/282
title: ns_incom_inhom_2d_512-158.h5
DOI: 10.18419/darus-2986/283
title: ns_incom_inhom_2d_512-112.h5

description: :unav
DOI: 10.18419/darus-2986/284
title: ns_incom_inhom_2d_512-17.h5
DOI: 10.18419/darus-2986/285
title: ns_incom_inhom_2d_512-180.h5
DOI: 10.18419/darus-2986/286
title: ns_incom_inhom_2d_512-181.h5
DOI: 10.18419/darus-2986/287
title: ns_incom_inhom_2d_512-182.h5
DOI: 10.18419/darus-2986/288
title: ns_incom_inhom_2d_512-184.h5
DOI: 10.18419/darus-2986/289
title: ns_incom_inhom_2d_512-185.h5
DOI: 10.18419/darus-2986/290
title: ns_incom_inhom_2d_512-188.h5
DOI: 10.18419/darus-2986/291
title: ns_incom_inhom_2d_512-209.h5
DOI: 10.18419/darus-2986/292
title: ns_incom_inhom_2d_512-21.h5
DOI: 10.18419/darus-2986/293
title: ns_incom_inhom_2d_512-19.h5
DOI: 10.18419/darus-2986/294
title: ns_incom_inhom_2d_512-11.h5

description: :unav
DOI: 10.18419/darus-2986/295
title: ns_incom_inhom_2d_512-214.h5
DOI: 10.18419/darus-2986/296
title: ns_incom_inhom_2d_512-217.h5
DOI: 10.18419/darus-2986/297
title: ns_incom_inhom_2d_512-218.h5
DOI: 10.18419/darus-2986/298
title: ns_incom_inhom_2d_512-208.h5
DOI: 10.18419/darus-2986/299
title: ns_incom_inhom_2d_512-219.h5
DOI: 10.18419/darus-2986/300
title: ns_incom_inhom_2d_512-178.h5
DOI: 10.18419/darus-2986/301
title: ns_incom_inhom_2d_512-220.h5
DOI: 10.18419/darus-2986/302
title: ns_incom_inhom_2d_512-22.h5
DOI: 10.18419/darus-2986/303
title: ns_incom_inhom_2d_512-221.h5
DOI: 10.18419/darus-2986/304
title: ns_incom_inhom_2d_512-122.h5

description: :unav
DOI: 10.18419/darus-2986/305
title: ns_incom_inhom_2d_512-222.h5
DOI: 10.18419/darus-2986/306
title: ns_incom_inhom_2d_512-201.h5
DOI: 10.18419/darus-2986/307
title: ns_incom_inhom_2d_512-198.h5
DOI: 10.18419/darus-2986/308
title: ns_incom_inhom_2d_512-223.h5
DOI: 10.18419/darus-2986/309
title: ns_incom_inhom_2d_512-224.h5
DOI: 10.18419/darus-2986/310
title: ns_incom_inhom_2d_512-193.h5
DOI: 10.18419/darus-2986/311
title: ns_incom_inhom_2d_512-225.h5
DOI: 10.14473/csda/anphjk
title: Naše společnost 2009 - srpen

description: Kontinuální měsíční výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR v rámci pravidelného měsíčního výzkumného projektu. Jsou při něm zjišťovány postoje a názory občanů. Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR v rámci výzkumu. "Naše společnost 2009". Sběr dat provedla tazatelská síť CVVM.
DOI: 10.18419/darus-2986/312
title: ns_incom_inhom_2d_512-226.h5
DOI: 10.14473/csda/anphjk/9fhz2l
title: Nesstar_NS_0908_bez CC.48,50,51,58.tab

description: Data
DOI: 10.14473/csda/anphjk/i1s9lp
title: OM_V0908.pdf

description: Ostatní materiály
DOI: 10.14473/csda/anphjk/xpicmi
title: D_V0908.pdf

description: Dotazník
DOI: 10.18419/darus-2986/313
title: ns_incom_inhom_2d_512-106.h5

description: :unav
DOI: 10.14473/csda/anphjk/fydjkk
title: TI_V0908.pdf

description: Technická informace
DOI: 10.18419/darus-2986/314
title: ns_incom_inhom_2d_512-107.h5

description: :unav
DOI: 10.14473/csda/anphjk/opgojw
title: PR04_V0908.pdf

description: Názory na financování vědy a výzkumu v České republice. Tisková zpráva CVVM.
DOI: 10.14473/csda/anphjk/v2bos2
title: K_V0908.pdf

description: Karty
DOI: 10.14473/csda/anphjk/xaktke
title: PR05_V0908.pdf

description: Obraz Akademie věd ČR a názory na její financování. Tisková zpráva CVVM.
DOI: 10.18419/darus-2986/315
title: ns_incom_inhom_2d_512-108.h5

description: :unav
DOI: 10.14473/csda/anphjk/mehxrm
title: PR06_V0908.pdf

description: Věda, výzkum a jejich financování pohledem české veřejnosti. Tisková zpráva CVVM.
DOI: 10.14473/csda/anphjk/rpp94p
title: PR02_V0908.pdf

description: Důvěra ústavním institucím a spokojenost s politickou situací v srpnu 2009. Tisková zpráva CVVM.
DOI: 10.14473/csda/anphjk/yeokrm
title: PR01_V0908.pdf

description: Stranické preference a volební model v srpnu 2009. Tisková zpráva CVVM.
DOI: 10.18419/darus-2986/316
title: ns_incom_inhom_2d_512-113.h5

description: :unav
DOI: 10.14473/csda/anphjk/u8aur7
title: PR03_V0908.pdf

description: Česká věda z pohledu obyvatel České republiky. Tisková zpráva CVVM.
DOI: 10.18419/darus-2986/317
title: ns_incom_inhom_2d_512-114.h5

description: :unav
DOI: 10.18419/darus-2986/318
title: ns_incom_inhom_2d_512-115.h5

description: :unav
DOI: 10.18419/darus-2986/319
title: ns_incom_inhom_2d_512-116.h5

description: :unav
DOI: 10.18419/darus-2986/320
title: ns_incom_inhom_2d_512-117.h5

description: :unav
DOI: 10.18419/darus-2986/321
title: ns_incom_inhom_2d_512-118.h5

description: :unav
DOI: 10.18419/darus-2986/322
title: ns_incom_inhom_2d_512-119.h5

description: :unav
DOI: 10.18419/darus-2986/323
title: ns_incom_inhom_2d_512-120.h5

description: :unav
DOI: 10.18419/darus-2986/324
title: ns_incom_inhom_2d_512-121.h5

description: :unav
DOI: 10.18419/darus-2986/325
title: ns_incom_inhom_2d_512-123.h5

description: :unav
DOI: 10.18419/darus-2986/326
title: ns_incom_inhom_2d_512-124.h5

description: :unav
DOI: 10.18419/darus-2986/327
title: ns_incom_inhom_2d_512-125.h5

description: :unav
DOI: 10.18419/darus-2986/328
title: ns_incom_inhom_2d_512-128.h5

description: :unav
DOI: 10.18419/darus-2986/329
title: ns_incom_inhom_2d_512-12.h5

description: :unav
DOI: 10.18419/darus-2986/330
title: ns_incom_inhom_2d_512-139.h5

description: :unav
DOI: 10.18419/darus-2986/331
title: ns_incom_inhom_2d_512-143.h5

description: :unav
DOI: 10.18419/darus-2986/332
title: ns_incom_inhom_2d_512-144.h5

description: :unav
DOI: 10.18419/darus-2986/333
title: ns_incom_inhom_2d_512-145.h5

description: :unav
DOI: 10.18419/darus-2986/334
title: ns_incom_inhom_2d_512-146.h5

description: :unav
DOI: 10.18419/darus-2986/335
title: ns_incom_inhom_2d_512-153.h5

description: :unav
DOI: 10.18419/darus-2986/336
title: ns_incom_inhom_2d_512-147.h5

description: :unav
DOI: 10.18419/darus-2986/337
title: ns_incom_inhom_2d_512-148.h5

description: :unav
DOI: 10.18419/darus-2986/338
title: ns_incom_inhom_2d_512-149.h5

description: :unav
DOI: 10.18419/darus-2986/339
title: ns_incom_inhom_2d_512-150.h5

description: :unav
DOI: 10.18419/darus-2986/340
title: ns_incom_inhom_2d_512-152.h5

description: :unav
DOI: 10.18419/darus-2986/341
title: ns_incom_inhom_2d_512-154.h5

description: :unav
DOI: 10.18419/darus-2986/342
title: ns_incom_inhom_2d_512-155.h5

description: :unav
DOI: 10.6084/m9.figshare.25428220
title: Research Paper final updated.docx

description: As an urban planning researcher from cyclone-prone Cuttack, this study aims to bridge gaps in coastal city resilience planning. It advocates community-driven processes harmonizing physical risk mitigation with inclusive development for tourism-dependent marginalized groups. The goal is strategies enhancing resilience while uplifting socio-economic well-being.<br>
DOI: 10.6084/m9.figshare.25428220.v2
title: Research Paper final updated.docx

description: As an urban planning researcher from cyclone-prone Cuttack, this study aims to bridge gaps in coastal city resilience planning. It advocates community-driven processes harmonizing physical risk mitigation with inclusive development for tourism-dependent marginalized groups. The goal is strategies enhancing resilience while uplifting socio-economic well-being.<br>
DOI: 10.18419/darus-2986/343
title: ns_incom_inhom_2d_512-156.h5

description: :unav
DOI: 10.6084/m9.figshare.25428220.v1
title: Research Paper final updated.docx

description: As an urban planning researcher from cyclone-prone Cuttack, this study aims to bridge gaps in coastal city resilience planning. It advocates community-driven processes harmonizing physical risk mitigation with inclusive development for tourism-dependent marginalized groups. The goal is strategies enhancing resilience while uplifting socio-economic well-being.Key findings highlight persistent infrastructure gaps and socio-economic vulnerabilities hindering resilience access. While progress exists in early warnings and evacuations, constraints surrounding amenity storm-proofing, enterprise support, housing, and risk financing require addressing. Integrating resilience standards through participatory processes engaging vulnerable communities is emphasized.Limitations include reliance on secondary sources potentially lacking localized nuances. Primary data from field surveys and stakeholder consultations could provide richer community perspectives. The conceptual model also requires empirical validation and refinement through participatory action research in select cities.The study provides urban planners a framework for integrating cyclone mitigation with inclusive, sustainable development of coastal tourism cities. Practical strategies span resilient land use, housing, localized vulnerability monitoring, and coherent governance. The study provides urban planners a framework for integrating cyclone mitigation with inclusive, sustainable development of coastal tourism cities. Practical strategies span resilient land use, housing, localized vulnerability monitoring, and coherent governance.Findings underscore the importance of participatory planning processes that uplift marginalized groups' resilience while securing their livelihoods and wellbeing. Socially inclusive rebuilding through community engagement is advocated. This research proposes an original integrated urban resilience framework balancing physical risk reduction with socio-economic priorities of vulnerable tourism-dependent communities through their participation and bottom-up approaches.
DOI: 10.18419/darus-2986/344
title: ns_incom_inhom_2d_512-157.h5

description: :unav
DOI: 10.18419/darus-2986/345
title: ns_incom_inhom_2d_512-159.h5

description: :unav
DOI: 10.18419/darus-2986/346
title: ns_incom_inhom_2d_512-15.h5

description: :unav
DOI: 10.18419/darus-2986/347
title: ns_incom_inhom_2d_512-160.h5

description: :unav
DOI: 10.18419/darus-2986/348
title: ns_incom_inhom_2d_512-161.h5

description: :unav
DOI: 10.18419/darus-2986/349
title: ns_incom_inhom_2d_512-163.h5
DOI: 10.18419/darus-2986/350
title: ns_incom_inhom_2d_512-231.h5
DOI: 10.18419/darus-2986/351
title: ns_incom_inhom_2d_512-233.h5
DOI: 10.18419/darus-2986/352
title: ns_incom_inhom_2d_512-236.h5
DOI: 10.18419/darus-2986/353
title: ns_incom_inhom_2d_512-237.h5
DOI: 10.18419/darus-2986/354
title: ns_incom_inhom_2d_512-23.h5
DOI: 10.18419/darus-2986/355
title: ns_incom_inhom_2d_512-24.h5
DOI: 10.18419/darus-2986/356
title: ns_incom_inhom_2d_512-25.h5
DOI: 10.18419/darus-2986/357
title: ns_incom_inhom_2d_512-27.h5
DOI: 10.18419/darus-2986/358
title: ns_incom_inhom_2d_512-31.h5
DOI: 10.18419/darus-2986/359
title: ns_incom_inhom_2d_512-33.h5
DOI: 10.18419/darus-2986/360
title: ns_incom_inhom_2d_512-34.h5
DOI: 10.18419/darus-2986/361
title: ns_incom_inhom_2d_512-35.h5
DOI: 10.18419/darus-2986/362
title: ns_incom_inhom_2d_512-37.h5
DOI: 10.18419/darus-2986/363
title: ns_incom_inhom_2d_512-32.h5
DOI: 10.18419/darus-2986/364
title: ns_incom_inhom_2d_512-40.h5
DOI: 10.18419/darus-2986/365
title: ns_incom_inhom_2d_512-64.h5
DOI: 10.18419/darus-2986/366
title: ns_incom_inhom_2d_512-66.h5
DOI: 10.6084/m9.figshare.25428250
title: MASEM result

description: MASEM, RESULT
DOI: 10.6084/m9.figshare.25428250.v1
title: MASEM result

description: MASEM, RESULT
DOI: 10.18419/darus-2986/367
title: ns_incom_inhom_2d_512-39.h5
DOI: 10.18419/darus-2986/368
title: ns_incom_inhom_2d_512-69.h5
DOI: 10.18419/darus-2986/369
title: ns_incom_inhom_2d_512-70.h5
DOI: 10.18419/darus-2986/370
title: ns_incom_inhom_2d_512-74.h5
DOI: 10.18419/darus-2986/371
title: ns_incom_inhom_2d_512-71.h5
DOI: 10.18419/darus-2986/372
title: ns_incom_inhom_2d_512-65.h5
DOI: 10.18419/darus-2986/373
title: ns_incom_inhom_2d_512-76.h5
DOI: 10.18419/darus-2986/374
title: ns_incom_inhom_2d_512-78.h5
DOI: 10.18419/darus-2986/375
title: ns_incom_inhom_2d_512-77.h5
DOI: 10.18419/darus-2986/376
title: ns_incom_inhom_2d_512-80.h5
DOI: 10.18419/darus-2986/377
title: ns_incom_inhom_2d_512-82.h5
DOI: 10.18419/darus-2986/378
title: ns_incom_inhom_2d_512-85.h5
DOI: 10.18419/darus-2986/379
title: ns_incom_inhom_2d_512-42.h5
DOI: 10.18419/darus-2986/380
title: ns_incom_inhom_2d_512-87.h5
DOI: 10.18419/darus-2986/381
title: ns_incom_inhom_2d_512-38.h5
DOI: 10.18419/darus-2986/382
title: ns_incom_inhom_2d_512-89.h5
DOI: 10.18419/darus-2986/383
title: ns_incom_inhom_2d_512-86.h5
DOI: 10.18419/darus-2986/384
title: ns_incom_inhom_2d_512-92.h5
DOI: 10.18419/darus-2986/385
title: ns_incom_inhom_2d_512-93.h5
DOI: 10.18419/darus-2986/386
title: ns_incom_inhom_2d_512-43.h5
DOI: 10.18419/darus-2986/387
title: ns_incom_inhom_2d_512-79.h5
DOI: 10.18419/darus-2986/388
title: ns_incom_inhom_2d_512-90.h5
DOI: 10.18419/darus-2986/389
title: ns_incom_inhom_2d_512-97.h5
DOI: 10.18419/darus-2986/390
title: ns_incom_inhom_2d_512-99.h5
DOI: 10.18419/darus-2986/391
title: ns_incom_inhom_2d_512-88.h5
DOI: 10.18419/darus-2986/392
title: ns_incom_inhom_2d_512-59.h5
DOI: 10.18419/darus-2986/393
title: ns_incom_inhom_2d_512-52.h5
DOI: 10.6084/m9.figshare.25427875
title: SRR3414629.uniq.sorted.bam.bai

description: This file contains the .bai for SRR3414629.uniq.sorted.bam
DOI: 10.6084/m9.figshare.25427875.v1
title: SRR3414629.uniq.sorted.bam.bai

description: This file contains the .bai for SRR3414629.uniq.sorted.bam
DOI: 10.18419/darus-2986/394
title: ns_incom_inhom_2d_512-58.h5
DOI: 10.18419/darus-2986/395
title: ns_incom_inhom_2d_512-51.h5
DOI: 10.18419/darus-2986/396
title: ns_incom_inhom_2d_512-203.h5
DOI: 10.18419/darus-2986/397
title: ns_incom_inhom_2d_512-202.h5
DOI: 10.18419/darus-2986/398
title: ns_incom_inhom_2d_512-55.h5
DOI: 10.18419/darus-2986/399
title: ns_incom_inhom_2d_512-191.h5
DOI: 10.18419/darus-2986/400
title: ns_incom_inhom_2d_512-192.h5
DOI: 10.18419/darus-2986/401
title: ns_incom_inhom_2d_512-196.h5
DOI: 10.18419/darus-2986/402
title: ns_incom_inhom_2d_512-186.h5
DOI: 10.18419/darus-2986/403
title: ns_incom_inhom_2d_512-199.h5
DOI: 10.18419/darus-2986/404
title: ns_incom_inhom_2d_512-189.h5
DOI: 10.18419/darus-2986/405
title: ns_incom_inhom_2d_512-194.h5
DOI: 10.18419/darus-2986/406
title: ns_incom_inhom_2d_512-53.h5
DOI: 10.18419/darus-2986/407
title: ns_incom_inhom_2d_512-204.h5
DOI: 10.18419/darus-2986/408
title: ns_incom_inhom_2d_512-54.h5
DOI: 10.25345/c56w96m47
title: MassIVE MSV000094342 - GNPS - Root-associated Bacillus albus strains NNK24 and NDP61
title: This dataset comprises MS-DIAL processed data obtained from the bacterial cell-free supernatant. Before fermentation, fungal biomass was introduced to induce the production of antifungal compounds by bacteria. The strains used in this study were root-associated Bacillus albus strains NNK24 and NDP61.
DOI: 10.6084/m9.figshare.25418374
title: MASEM_data.zip

description: Original data for meta-analysis contains Mplus procedures and SPSS dataset
DOI: 10.6084/m9.figshare.25418374.v2
title: MASEM_data.zip

description: Original data for meta-analysis contains Mplus procedures and SPSS dataset
DOI: 10.6084/m9.figshare.25418374.v1
title: MASEM_data.zip

description: Original data for meta-analysis contains Mplus procedures and SPSS dataset
DOI: 10.18419/darus-2986/409
title: ns_incom_inhom_2d_512-56.h5
DOI: 10.18419/darus-2986/410
title: ns_incom_inhom_2d_512-57.h5
DOI: 10.18419/darus-2986/411
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DOI: 10.18419/darus-2986/412
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DOI: 10.18419/darus-2986/413
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DOI: 10.18419/darus-2986/414
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DOI: 10.18419/darus-2986/415
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DOI: 10.18419/darus-2986/416
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DOI: 10.18419/darus-2986/417
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DOI: 10.18419/darus-2986/418
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DOI: 10.18419/darus-2986/419
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DOI: 10.18419/darus-2986/420
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DOI: 10.18419/darus-2986/421
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DOI: 10.18419/darus-2986/422
title: ns_incom_inhom_2d_512-44.h5
DOI: 10.18419/darus-2986/423
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DOI: 10.18419/darus-2986/424
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DOI: 10.18419/darus-2986/425
title: ns_incom_inhom_2d_512-26.h5
DOI: 10.18419/darus-2986/426
title: ns_incom_inhom_2d_512-95.h5
DOI: 10.18419/darus-2986/427
title: ns_incom_inhom_2d_512-94.h5
DOI: 10.18419/darus-2986/428
title: ns_incom_inhom_2d_512-232.h5
DOI: 10.18419/darus-2986/429
title: ns_incom_inhom_2d_512-235.h5
DOI: 10.18419/darus-2986/430
title: ns_incom_inhom_2d_512-75.h5
DOI: 10.18419/darus-2986/431
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DOI: 10.18419/darus-2986/432
title: ns_incom_inhom_2d_512-41.h5
DOI: 10.18419/darus-2986/433
title: ns_incom_inhom_2d_512-179.h5
DOI: 10.18419/darus-2986/434
title: ns_incom_inhom_2d_512-140.h5
DOI: 10.18419/darus-2986/435
title: ns_incom_inhom_2d_512-195.h5
DOI: 10.18419/darus-2986/436
title: ns_incom_inhom_2d_512-234.h5
DOI: 10.18419/darus-2986/437
title: ns_incom_inhom_2d_512-168.h5
DOI: 10.18419/darus-2986/438
title: ns_incom_inhom_2d_512-197.h5
DOI: 10.18419/darus-2986/439
title: ns_incom_inhom_2d_512-210.h5
DOI: 10.18419/darus-2986/440
title: ns_incom_inhom_2d_512-2.h5
DOI: 10.18419/darus-2986/441
title: ns_incom_inhom_2d_512-228.h5
DOI: 10.18419/darus-2986/442
title: 1D_CFD_Rand_Eta0.1_Zeta0.1_periodic_Train.hdf5

description: 1D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/443
title: 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_periodic_Train.hdf5

description: 1D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/444
title: Turb_M1.hdf5

description: 3D CFD Test data turbulent initial condition
DOI: 10.18419/darus-2986/445
title: 2D_CFD_Rand_M0.1_Eta0.01_Zeta0.01_periodic_128_Train.hdf5

description: 2D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/446
title: 2D_CFD_Rand_M0.1_Eta1e-08_Zeta1e-08_periodic_512_Train.hdf5

description: 2D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/447
title: 2D_CFD_Rand_M1.0_Eta1e-08_Zeta1e-08_periodic_512_Train.hdf5

description: 2D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/448
title: 3D_CFD_Rand_M1.0_Eta1e-08_Zeta1e-08_periodic_Train.hdf5

description: 3D CFD Train data for Random initial condition
DOI: 10.18419/darus-2986/449
title: ns_incom_inhom_2d_512-164.h5
DOI: 10.18419/darus-2986/450
title: ns_incom_inhom_2d_512-187.h5
DOI: 10.18419/darus-2986/451
title: ns_incom_inhom_2d_512-18.h5
DOI: 10.18419/darus-2986/452
title: ns_incom_inhom_2d_512-190.h5
DOI: 10.18419/darus-2986/453
title: ns_incom_inhom_2d_512-1.h5
DOI: 10.18419/darus-2986/454
title: ns_incom_inhom_2d_512-200.h5
DOI: 10.18419/darus-2986/455
title: ns_incom_inhom_2d_512-206.h5
DOI: 10.18419/darus-2986/456
title: ns_incom_inhom_2d_512-227.h5
DOI: 10.18419/darus-2986/457
title: ns_incom_inhom_2d_512-229.h5
DOI: 10.18419/darus-2986/458
title: ns_incom_inhom_2d_512-230.h5
DOI: 10.18419/darus-2986/459
title: ns_incom_inhom_2d_512-239.h5
DOI: 10.18419/darus-2986/460
title: ns_incom_inhom_2d_512-241.h5
DOI: 10.18419/darus-2986/461
title: ns_incom_inhom_2d_512-242.h5
DOI: 10.18419/darus-2986/462
title: ns_incom_inhom_2d_512-8.h5
DOI: 10.18419/darus-2986/463
title: ns_incom_inhom_2d_512-243.h5
DOI: 10.18419/darus-2986/464
title: ns_incom_inhom_2d_512-244.h5
DOI: 10.18419/darus-2986/465
title: ns_incom_inhom_2d_512-245.h5
DOI: 10.18419/darus-2986/466
title: ns_incom_inhom_2d_512-246.h5
DOI: 10.18419/darus-2986/467
title: ns_incom_inhom_2d_512-247.h5
DOI: 10.18419/darus-2986/468
title: ns_incom_inhom_2d_512-248.h5
DOI: 10.18419/darus-2986/469
title: ns_incom_inhom_2d_512-249.h5
DOI: 10.18419/darus-2986/470
title: ns_incom_inhom_2d_512-28.h5
DOI: 10.18419/darus-2986/471
title: ns_incom_inhom_2d_512-29.h5
DOI: 10.18419/darus-2986/472
title: ns_incom_inhom_2d_512-30.h5
DOI: 10.18419/darus-2986/473
title: ns_incom_inhom_2d_512-36.h5
DOI: 10.18419/darus-2986/474
title: ns_incom_inhom_2d_512-3.h5
DOI: 10.18419/darus-2986/475
title: ns_incom_inhom_2d_512-45.h5
DOI: 10.18419/darus-2986/476
title: ns_incom_inhom_2d_512-46.h5
DOI: 10.18419/darus-2986/477
title: ns_incom_inhom_2d_512-47.h5
DOI: 10.18419/darus-2986/478
title: ns_incom_inhom_2d_512-48.h5
DOI: 10.18419/darus-2986/479
title: ns_incom_inhom_2d_512-5.h5
DOI: 10.18419/darus-2986/480
title: ns_incom_inhom_2d_512-6.h5
DOI: 10.18419/darus-2986/481
title: ns_incom_inhom_2d_512-7.h5
DOI: 10.18419/darus-2986/482
title: ns_incom_inhom_2d_512-91.h5
DOI: 10.18419/darus-2986/483
title: ns_incom_inhom_2d_512-9.h5
DOI: 10.18419/darus-2986/484
title: 1D_CFD_Rand_Eta0.1_Zeta0.1_periodic_Train.hdf5

description: 1D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/485
title: 1D_CFD_Rand_Eta0.01_Zeta0.01_periodic_Train.hdf5

description: 1D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/486
title: 2D_CFD_Turb_M0.1_Eta1e-08_Zeta1e-08_periodic_512_Train.hdf5

description: 2D CFD Train data for Turbulence initial condition
DOI: 10.18419/darus-2986/487
title: 2D_CFD_Turb_M1.0_Eta1e-08_Zeta1e-08_periodic_512_Train.hdf5

description: 2D CFD Train data for Turbulence initial condition
DOI: 10.18419/darus-2986/488
title: 2D_CFD_Rand_M0.1_Eta0.01_Zeta0.01_periodic_128_Train.hdf5

description: 2D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/489
title: 2D_CFD_Rand_M0.1_Eta0.1_Zeta0.1_periodic_128_Train.hdf5

description: 2D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/490
title: 2D_CFD_Rand_M0.1_Eta1e-08_Zeta1e-08_periodic_512_Train.hdf5

description: 2D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/491
title: 2D_CFD_Rand_M1.0_Eta0.01_Zeta0.01_periodic_128_Train.hdf5

description: 2D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/492
title: 2D_CFD_Rand_M1.0_Eta0.1_Zeta0.1_periodic_128_Train.hdf5

description: 2D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/493
title: 2D_CFD_Rand_M1.0_Eta1e-08_Zeta1e-08_periodic_512_Train.hdf5

description: 2D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/494
title: 3D_CFD_Rand_M1.0_Eta1e-08_Zeta1e-08_periodic_Train.hdf5

description: 3D CFD Train data for random initial condition
DOI: 10.18419/darus-2986/495
title: 3D_CFD_Turb_M1.0_Eta1e-08_Zeta1e-08_periodic_Train.hdf5

description: 3D CFD Train data for Turbulence initial condition
DOI: 10.5281/zenodo.10829211
title: Data generated for the manuscript: "Increased 'selfness' in the tumor emerges as a possible immune scuplting mechanism: A pan-cancer data analysis of 32 solid tumors in TCGA"

description: This submission has processed data generated for the manuscript: "Increased 'selfness' in the tumor emerges as a possible immune scuplting mechanism: A pan-cancer data analysis of 32 solid tumors in TCGA".

The `data` folder contains processed information for the Human Protein Atlas (HPA) and The Cancer Genome Atlas (TCGA) datasets. The HPA data is found in `data/hpa` and contains gene ranks used to compute the thymus-likeness score (TLS) and files where the TLS has been calculated for the HPA tissues. The TCGA data can be found in `data/proc`, where individual RDS files have been given for each analyzed cohort. These RDS files contain the results of the cutoff scanning procedure mentioned in the manuscript and account for the bulk of the data generated for this study. RDS files can be loaded using the `readRDS` function in an R session. Other information used to create plots is in the `data` folder.

The `plots` folder contain the result of plotting the entireity of the cutoff scanning procedure. The manuscript only contains plots for the 28 cohorts where a significant difference in terms of immune difference is observed, and that too, only the final heuristic plots. The `plots/tcga/immuneres` folder has plots at different levels: (i) single cell category/single deconvolution method with permutation tests (ii) single cell category/multiple deconvolution methods and (iii) significant cell categories/representative deconvolution method. Only (iii) is present in the manuscript. Overall, this folder should contain ~2000 plots.

The code used to generate this study is deposited at: https://gitlab.com/narencs179/thymus-like-score