cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yy2fpe
title: Occurrence Download

description: A dataset containing 73166491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "SpeciesKey is not null",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 },
 {
 "not" : {
 "License" : [
 "is one of (CC-BY-NC 4.0)"
 ]
 }
 },
 {
 "and" : [
 "Year is greater than 2014",
 "Year is less than or equal to 2015"
 ]
 }
 ]
}

 The dataset includes 73166491 records from 1642 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017611-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdx2rn
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alnus fauriei",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 383 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004741-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3ywfm5djfd
title: Artificial intelligence – numerical study of a 3D model of latent heat thermal energy storage with sine-shaped fins: Dataset

description: Dataset for Artificial intelligence – numerical study of a 3D model of latent heat thermal energy storage with sine-shaped fins: Dataset

Reference paper: 
Artificial intelligence – numerical study of a 3D model of latent heat thermal energy storage with sine-shaped fins, Journal of Energy Storage
DOI: 10.17632/3ywfm5djfd.1
title: Artificial intelligence – numerical study of a 3D model of latent heat thermal energy storage with sine-shaped fins: Dataset

description: Dataset for Artificial intelligence – numerical study of a 3D model of latent heat thermal energy storage with sine-shaped fins: Dataset

Reference paper: 
Artificial intelligence – numerical study of a 3D model of latent heat thermal energy storage with sine-shaped fins, Journal of Energy Storage
DOI: 10.15468/dl.ynsm4e
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platanthera carnosilabris (Tang & F.T.Wang) X.H.Jin, Schuit. & W.T.Jin"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241079-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4f82bj
title: Occurrence Download

description: A dataset containing 596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Taxus wallichiana Zucc."
 ]
}

 The dataset includes 596 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242640-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrkdbv
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium coloriscapum Rohlena & Zahn"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243344-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7uarnf
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-105.22297 19.42974,-102.60248 19.42974,-102.60248 21.04235,-105.22297 21.04235,-105.22297 19.42974))",
 "TaxonKey is Canidae",
 "Year 1960-2023"
 ]
}

 The dataset includes 150 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011164-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8p997g
title: Occurrence Download

description: A dataset containing 19753 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2977273","2977121","2977141","2977222","2977252","2977187","2977261","2977171","2977192","3970567","2977280","3970556","2977098","3970531","2977198","10687747","3970478","2977283","2977128","3970430","2977194","3970409","2977095","3970389","2977274","2977282","2977200","3970356","2977135","2977289","2977232","2977140","2977293","3970251","3970217","2977096","2977218","2977291","2977176","2977208","2977294","2977229","3970076","2977270","2977211","2977125","2977292","3970031","2977234","2977210","2977123","2977204","2977117","2977262","2977212","3969935","2977228","2977119","2977278","2977124","2977281","2977214","2977250","2977133","2977213","2977207","2977131","8939932","2977120","2977279","3969704","2977111","2977115","2977276","2977149","2977206","3969607","3969604","2977277","2977209","2977272","10831598","2977196","3969553","2977099","2977275","2977146","2977105","2977197"],"matchCase":false},{"type":"equals","key":"BASIS_OF_RECORD","value":"PRESERVED SPECIMEN","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false}]}

 The dataset includes 19753 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241089-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kswfe5
title: Occurrence Download

description: A dataset containing 3035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Echinacea angustifolia DC."
 ]
}

 The dataset includes 3035 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026465-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7fqrya
title: Occurrence Download

description: A dataset containing 29665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Taxodium distichum (L.) Rich."
 ]
}

 The dataset includes 29665 records from 299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026382-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spxvzw
title: Occurrence Download

description: A dataset containing 1132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Fossil)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Odocoileus virginianus (Zimmermann, 1780)"
 ]
}

 The dataset includes 1132 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003542-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhskuu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is incertae sedis",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((18.331109 40.371052,18.331636 40.370611,18.331964 40.370218,18.332392 40.370019,18.332451 40.369757,18.333076 40.369084,18.334107 40.36823,18.334266 40.367998,18.334462 40.367689,18.335439 40.367133,18.336315 40.366549,18.337538 40.366046,18.338271 40.365803,18.338582 40.365631,18.339374 40.365127,18.340802 40.364717,18.34205 40.364396,18.342588 40.364132,18.343402 40.363443,18.344169 40.362758,18.345108 40.362278,18.345837 40.361669,18.346826 40.360856,18.348013 40.3601,18.349517 40.359208,18.351064 40.358275,18.351327 40.358107,18.35255 40.357605,18.353011 40.357127,18.353601 40.356896,18.354629 40.356372,18.354851 40.356244,18.354821 40.356027,18.355132 40.355855,18.355438 40.355647,18.355513 40.355494,18.355494 40.35502,18.355601 40.354754,18.356081 40.354422,18.356208 40.354302,18.356305 40.353964,18.356461 40.353365,18.357332 40.352745,18.359512 40.351211,18.360573 40.350575,18.360974 40.350359,18.361165 40.350014,18.36173 40.349601,18.363186 40.348713,18.364098 40.348382,18.364478 40.348021,18.364784 40.347813,18.365109 40.347054,18.365965 40.346325,18.366156 40.345979,18.36639 40.345594,18.369162 40.343499,18.369525 40.343359,18.370063 40.343095,18.370241 40.342312,18.370693 40.341432,18.371171 40.340404,18.371975 40.339642,18.372477 40.339125,18.373358 40.338576,18.373828 40.338172,18.374014 40.33779,18.374295 40.337401,18.374459 40.337204,18.367738 40.335702,18.36645 40.33676,18.365599 40.337526,18.360532 40.341017,18.360184 40.341265,18.359805 40.341296,18.356776 40.340518,18.356046 40.340431,18.350214 40.344277,18.349935 40.344336,18.348182 40.343783,18.346927 40.343373,18.346606 40.343472,18.342458 40.346009,18.342459 40.346016,18.337519 40.349049,18.337217 40.350319,18.336308 40.351016,18.335961 40.35196,18.332449 40.352539,18.331949 40.352726,18.331634 40.353025,18.331119 40.354333,18.330814 40.355933,18.330549 40.356431,18.327182 40.359086,18.326966 40.35925,18.326734 40.361027,18.326493 40.361707,18.325517 40.363984,18.323692 40.365671,18.32347 40.365799,18.321713 40.368323,18.320305 40.370599,18.318833 40.3731,18.318502 40.375545,18.318047 40.376059,18.317591 40.376572,18.319287 40.377057,18.319752 40.37592,18.320392 40.375355,18.322308 40.37432,18.324344 40.373458,18.326975 40.372401,18.328408 40.372028,18.329246 40.37185,18.329572 40.371787,18.33011 40.371523,18.331109 40.371052)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026466-230530130749713/datasets/export for details.
DOI: 10.15468/dl.6dnmr7
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Herminium jaffreyanum King & Pantl."
 ]
}

 The dataset includes 23 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241090-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv9dxn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is incertae sedis",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((9.173279 39.213464,9.172817 39.213214,9.169735 39.215692,9.168302 39.21383,9.166917 39.2129,9.162712 39.208352,9.16197 39.20631,9.161091 39.204697,9.160489 39.203264,9.159703 39.202405,9.159656 39.201795,9.158593 39.200327,9.158408 39.200363,9.158335 39.200253,9.157012 39.194269,9.155032 39.194702,9.153701 39.197035,9.1538 39.200512,9.153802 39.201409,9.153488 39.204923,9.153442 39.204995,9.153354 39.207182,9.151877 39.206072,9.150208 39.205834,9.149959 39.205677,9.149802 39.205716,9.148821 39.205703,9.144987 39.205659,9.144363 39.205257,9.143581 39.205581,9.143357 39.208736,9.142669 39.210745,9.142625 39.211426,9.14281 39.212036,9.142973 39.212484,9.143388 39.212806,9.144081 39.21363,9.144312 39.21406,9.143533 39.216248,9.143257 39.216607,9.142659 39.217145,9.141463 39.218043,9.140773 39.219048,9.139534 39.221989,9.139352 39.223173,9.138668 39.227297,9.138672 39.229412,9.13886 39.231097,9.139185 39.232172,9.139462 39.232602,9.140109 39.233426,9.140941 39.234214,9.142049 39.235145,9.143065 39.236004,9.143943 39.236612,9.145097 39.2374,9.147729 39.239082,9.148144 39.239404,9.148375 39.239654,9.148376 39.239798,9.148146 39.240157,9.153408 39.242946,9.154977 39.243482,9.157192 39.244125,9.157745 39.244195,9.15922 39.244014,9.166319 39.243072,9.167425 39.242927,9.173049 39.242202,9.177105 39.241658,9.178714 39.239898,9.177744 39.239111,9.176958 39.238323,9.176311 39.237607,9.175616 39.236389,9.175016 39.235852,9.174785 39.235602,9.174414 39.234885,9.17386 39.234492,9.18368 39.234512,9.186765 39.232858,9.188123 39.232049,9.188353 39.231619,9.188812 39.23108,9.192811 39.226664,9.195155 39.223971,9.194278 39.223685,9.193355 39.223292,9.192802 39.223257,9.192064 39.223079,9.191187 39.222758,9.190818 39.222579,9.189757 39.22233,9.188649 39.22183,9.188141 39.221544,9.187634 39.221294,9.187172 39.220936,9.186572 39.220686,9.186341 39.220364,9.185879 39.220257,9.184818 39.219828,9.18431 39.219578,9.183665 39.2194,9.183249 39.219221,9.181542 39.218471,9.180896 39.218221,9.180157 39.217792,9.179373 39.217542,9.178819 39.217292,9.176189 39.216149,9.17651 39.215575,9.174572 39.214681,9.173834 39.214216,9.173556 39.213715,9.173371 39.2135,9.173279 39.213464)))"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026389-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg6jp2
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pampus cinereus (Bloch, 1795)"
 ]
}

 The dataset includes 100 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011160-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsgd8c
title: Occurrence Download

description: A dataset containing 503 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parnassius imperator Oberthür, 1883"
 ]
}

 The dataset includes 503 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243350-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nu5s8u
title: Occurrence Download

description: A dataset containing 10675 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The observation records from whale and dolphin watching inshore of Hualien, eastern Taiwan｜臺灣花蓮近海賞鯨之鯨豚觀測紀錄"
 ]
}

 The dataset includes 10675 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241091-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73e5ya
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium acroleucoides Dahlst."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242642-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfxtx2
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bartonia texana Correll"
 ]
}

 The dataset's 1 records were derived from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003533-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7488/ds/7731
title: Learning Complex Teamwork Tasks Using a Given Sub-task Decomposition

description: Training a team to complete a complex task via multi-agent reinforcement learning can be difficult due to challenges such as policy search in a large joint policy space, and non-stationarity caused by mutually adapting agents. To facilitate efficient learning of complex multi-agent tasks, we propose an approach which uses an expert-provided decomposition of a task into simpler multi-agent sub-tasks. In each sub-task, a subset of the entire team is trained to acquire sub-task-specific policies. The sub-teams are then merged and transferred to the target task, where their policies are collectively fine-tuned to solve the more complex target task. We show empirically that such approaches can greatly reduce the number of timesteps required to solve a complex target task relative to training from-scratch. However, we also identify and investigate two problems with naive implementations of approaches based on sub-task decomposition, and propose a simple and scalable method to address these problems which augments existing actor-critic algorithms. We demonstrate the empirical benefits of our proposed method, enabling sub-task decomposition approaches to be deployed in diverse multi-agent tasks.
description: See individual README files for more information. Structure: - results: target task training results, including ablations and forgetting results. - chainball_explore: files for demonstrating miscoordinated exploration in chainball. Includes the chainball forward probability matrix used in experiments. - chainball_zoo - cooking_zoo - vmas_zoo
DOI: 10.15468/dl.zf39m3
title: Occurrence Download

description: A dataset listing the 31664 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CAN, USA)",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 31664 records were derived from 1002 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026378-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jz4ew9
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-111.28720 -24.00610,-8.71280 -24.00610,-8.71280 17.00610,-111.28720 17.00610,-111.28720 -24.00610))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Podocnemis expansa (Schweigger, 1812)",
 "Year 2020-2025"
 ]
}

 The dataset includes 245 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000164-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8yvjfs
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bassariscus astutus (Lichtenstein, 1830)",
 "Year 1919-1929"
 ]
}

 The dataset includes 47 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000166-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtcm4u
title: Occurrence Download

description: A dataset containing 5723 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atrichornithidae"
 ]
}

 The dataset includes 5723 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000162-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8n4u8
title: Occurrence Download

description: A dataset containing 1356 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salamandrina perspicillata (Savi, 1821)"
 ]
}

 The dataset includes 1356 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000167-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y374n5
title: Occurrence Download

description: A dataset containing 88751 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lynx lynx (Linnaeus, 1758)"
 ]
}

 The dataset includes 88751 records from 246 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000150-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwncgx
title: Occurrence Download

description: A dataset containing 69307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Geometry POLYGON((-11.36435 35.55364,-6.22589 35.79882,-4.39018 36.03215,8.84152 38.2089,16.5649 34.83439,20.06851 40.18237,14.97087 43.27971,13.39512 44.97612,14.17315 48.28182,14.28711 51.56867,7.33548 52.9634,-7.77473 51.74365,-9.98851 45.77258,-9.94764 41.32123,-11.36435 37.21431,-11.36435 35.55364))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Platycleis Fieber, 1853, Sepiana Zeuner, 1941, Amedegnatiana Massa & Fontana, 2011, Tessellana Zeuner, 1941)",
 "Year 2000-2025"
 ]
}

 The dataset includes 69307 records from 1182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000156-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbwbtr
title: Occurrence Download

description: A dataset containing 41208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (France)",
 "TaxonKey is Tarentola mauritanica (Linnaeus, 1758)"
 ]
}

 The dataset includes 41208 records from 583 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000168-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17635/lancaster/researchdata/617
title: Singing the News Research Dataset

description: Two databases of information about ballads. These are the research on which my PhD (Mid-Tudor Ballads: Music Words and Context, University of Manchester, 2015) and the monograph Singing the News: Ballads in Mid-Tudor England (Abingdon:Routledge, 2018) were based. The first includes transcriptions, bibliographic information and analysis of more than 400 ballads in print and manuscript. The transcriptions were mainly completed by the creator from origianl manuscripts and printed materials at variouso UK archives or from digital facsimiles in the Early English Books Online database (https://about.proquest.com/en/products-services/eebo/), or they were taken from the English Broadside Ballad Archive (https://ebba.english.ucsb.edu/) and used under a Creative Commons licence. The second contains a list of ballad writers and information about their social status.Description
DOI: 10.13145/bacdive109347.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109347.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.