cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qj39xt
title: Occurrence Download

description: A dataset containing 50643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Tachymarptis melba)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 50643 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067014-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/31y-ptt-bfq
title: Helichrysum stoechas (L.) Moench

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/eke-bb1-zsx
title: Myrsine africana L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/saz-63j-h8a
title: Melica transsilvanica Schur

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tv4-pxl-4bh
title: Selaginella boomii Valdespino

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g6r-09z-ngc
title: Gymnogynum marginatum (Humb. & Bonpl. ex Willd.) Li Bing Zhang & X. M. Zhou

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/aaj-0hc-f31
title: Tabernaemontana undulata Vahl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mxf-4j2-9ty
title: Melica minuta L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/af9-60x-gss
title: Melica uniflora Retz.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pf0-3nl-5qw
title: Bixa excelsa Gleason & Krukoff

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fst-qgt-c3x
title: Phagnalon saxatile (L.) Cass.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/am6-hrh-x5h
title: Helichrysum stoechas (L.) Moench

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w9e-42l-c5h
title: Acer granatense Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xje-r5t-krr
title: Aetheorhiza bulbosa (L.) Cass.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z9g-2sc-h7b
title: Tuberaria globulariifolia (Lam.) Willk.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/01q-wkg-7an
title: Sonchus oleraceus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0ad-3js-x5f
title: Viburnum lantana L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rcp-qf5-37t
title: Begonia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/07w-hc4-p8e
title: Leucas neuflizeana Courbon

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wcv-26t-jla
title: Hoslundia opposita Vahl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1x7-fwv-1v3
title: Triumfetta semitriloba Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mrt-7s0-qfx
title: Trisetaria panicea (Lam.) Paunero

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ftg-3ee-dt0
title: Galanthus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/aph-fc8-blb
title: Myosotis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qe4-z9v-qr8
title: Trisetum gracile (Moris) Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.pwxfe2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pomacea maculata",
 "Country is Viet Nam",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067057-250717081556266/datasets/export for details.
DOI: 10.3535/0cc-9w2-s8v
title: Koeleria hirsuta Gaudin

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pzt-wxy-wve
title: Tristemma mauritianum J. F. Gmel.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/06w-nrq-ye3
title: Isatis tinctoria L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jmz-l1a-2xx
title: Rourea Aubl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/82v-0ry-zea
title: Micromeria biflora (Buch.-Ham. ex D.Don) Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nr6-jfn-ska
title: Arenaria montana L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4ks-03l-eqa
title: Guapira venosa (Choisy) Lundell

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5dh-xak-0h9
title: Phagnalon saxatile (L.) Cass.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/51g-wk6-r1m
title: Sonchus oleraceus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t3p-a22-4ka
title: Bunias orientalis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.j2sknx
title: Occurrence Download

description: A dataset containing 225964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Myotis daubentonii)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 225964 records from 2142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067033-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjag4k
title: Occurrence Download

description: A dataset containing 35598 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa chaixii Vill."
 ]
}

 The dataset includes 35598 records from 442 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072292-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2x8r6
title: Occurrence Download

description: A dataset containing 47265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (Africa, Antarctica, Asia, Oceania, Europe, North America, South America)",
 "TaxonKey is Cordia L.",
 "Year 1980-2024"
 ]
}

 The dataset includes 47265 records from 502 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071911-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3f5ju
title: Occurrence Download

description: A dataset containing 28719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-61.88741 17.81819,-61.97206 17.64494,-61.90119 17.45594,-61.82638 17.34373,-61.93072 17.21773,-62.05475 17.05038,-62.02128 16.93423,-61.86378 16.83579,-61.73385 16.83579,-61.59013 16.91651,-61.53697 17.02676,-61.61178 17.19607,-61.71219 17.34373,-61.58225 17.58982,-61.66888 17.75125,-61.76731 17.80441,-61.88741 17.81819))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28719 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063901-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzvfkx
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020078-160910150852091/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.26028571
title: MERFISH Mouse prefrontal cortex

description: Processed Merfish dataset for StaVia spatial neighborhood identification analysis
DOI: 10.15468/dl.nuylkt
title: Occurrence Download

description: A dataset containing 983851359 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 983851359 records from 19607 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024271-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2kgvu
title: Occurrence Download

description: A dataset containing 3616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Moxostoma anisurum",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 3616 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030031-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8yp77
title: Occurrence Download

description: A dataset listing the 276 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-74.38924 40.68321,-74.40109 40.67656,-74.40374 40.67326,-74.40187 40.67039,-74.39741 40.66996,-74.39842 40.66448,-74.39423 40.667,-74.39478 40.66996,-74.39347 40.67136,-74.39006 40.67172,-74.38702 40.67503,-74.3845 40.67557,-74.3829 40.67416,-74.37511 40.67782,-74.37295 40.68253,-74.37828 40.68353,-74.3741 40.68564,-74.37596 40.68684,-74.37321 40.68831,-74.3699 40.69337,-74.37918 40.68515,-74.37488 40.69078,-74.37046 40.69355,-74.37588 40.69194,-74.38924 40.68321))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2020-2025"
 ]
}

 The dataset's 276 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030023-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bz4fr4
title: Occurrence Download

description: A dataset containing 685628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cairina moschata",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "HasCoordinate is true"
 ]
}

 The dataset includes 685628 records from 326 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029992-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d76d2b
title: Occurrence Download

description: A dataset containing 39587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphipholis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39587 records from 407 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030030-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18238266
title: Assessing Plastic Pollution in Kenyan Mangroves: Distribution, Sources, and Social Impact in Gazi Bay Dataset

description: This dataset contains the raw environmental and socio-ecological data, and clear methodological descriptions underlying the study "Assessing Plastic Pollution in Kenyan Mangroves: Distribution, Sources, and Social Impact in Gazi Bay". It includes raw datasets on plastic debris surveys conducted in mangrove forest, as well as the questionnaire used to assess local perceptions, practices, and sources of plastic pollution.

Raw interview transcripts and individual-level demographic data are not publicly available due to privacy and ethical constraints.
DOI: 10.5281/zenodo.18238265
title: Assessing Plastic Pollution in Kenyan Mangroves: Distribution, Sources, and Social Impact in Gazi Bay Dataset

description: This dataset contains the raw environmental and socio-ecological data, and clear methodological descriptions underlying the study "Assessing Plastic Pollution in Kenyan Mangroves: Distribution, Sources, and Social Impact in Gazi Bay". It includes raw datasets on plastic debris surveys conducted in mangrove forest, as well as the questionnaire used to assess local perceptions, practices, and sources of plastic pollution.

Raw interview transcripts and individual-level demographic data are not publicly available due to privacy and ethical constraints.
DOI: 10.15468/dl.xp6qdg
title: Occurrence Download

description: A dataset containing 18303 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Oenanthe lugens"
 ]
}

 The dataset includes 18303 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030034-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3q29ma
title: Occurrence Download

description: A dataset containing 8569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Culaea inconstans",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 8569 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030037-260208012135463/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.31370869
title: The Potential of Generalist and Disturbance-tolerant Seed Dispersers in the Restoration of Neotropical Degraded Areas

description: Data supporting the findings of the paper "<i>The Potential of Generalist and Disturbance-tolerant Seed Dispersers in the Restoration of Neotropical Degraded Areas</i>".
DOI: 10.6084/m9.figshare.31370869.v1
title: The Potential of Generalist and Disturbance-tolerant Seed Dispersers in the Restoration of Neotropical Degraded Areas

description: Data supporting the findings of the paper "<i>The Potential of Generalist and Disturbance-tolerant Seed Dispersers in the Restoration of Neotropical Degraded Areas</i>".
DOI: 10.7910/dvn/kg4toe
title: Replication Data for: Database of Political Capital Characteristics of the Selected Case Study Counties Designated the Most Renewable in Each of the Eight Department of Commerce Economic Regions

description: Political capital refers to the ability to influence and enforce rules, regulations, and standards. It reflects access to individuals and groups with the power to influence decisions and in civic discourse participation. To that end, this dataset encapsulates information on elected and appointed government officials to include U.S. Congressional representatives; state governors and legislators representing the case study communities; county level elected and appointed officials; and the largest city in the county’s legislative body. Equally, it assesses voting statistics at the county, case study cohort and national levels in the 2024 General Election. Finally, it summarizes county level political organizations and provides a demographic assessment of all of the above.
DOI: 10.5281/zenodo.18509094
title: Data and code for "Precision of an autonomous demon exploiting nonthermal resources and information"

description: Code and numerically generated data for the article "Precision of an autonomous demon exploiting nonthermal resources and information" arXiv:2510.14578, see README.md for details. 

Changes with respect to version v1:



Following modifications of the article, the Q performance quantifiers have been renamed X.

The Mathematica notebook with the noninteracting setup calculations has been added.

A normalization error in fig8_pcool.txt has been corrected.
DOI: 10.5281/zenodo.17370450
title: Data and code for "Precision of an autonomous demon exploiting nonthermal resources and information"

description: Code and numerically generated data for the article "Precision of an autonomous demon exploiting nonthermal resources and information" arXiv:2510.14578, see README.md for details. 

Changes with respect to version v1:



Following modifications of the article, the Q performance quantifiers have been renamed X.

The Mathematica notebook with the noninteracting setup calculations has been added.

A normalization error in fig8_pcool.txt has been corrected.
DOI: 10.5281/zenodo.18702652
title: INTEGRATING ARTIFICIAL INTELLIGENCE WITH GAME-BASED LEARNING: ADVANCING INTELLIGENT TUTORING IN EDUCATION

description: Ushbu maqola sun’iy intellekt asosida o‘quv o‘yinlari (game-based learning, GBL)ning ta’lim jarayoniga ta’sirini tahlil qiladi. So‘nggi tadqiqotlar AI bilan jihozlangan o‘quv o‘yinlari talabalar motivatsiyasini oshirishi, individual o‘quv ehtiyojlariga moslashishi va bilimlarni yaxshilashi mumkinligini ko‘rsatadi. Maqolada AI-ning GBL jarayonida adaptiv fikr-mulohazalar berishi, o‘quv darajasini real vaqtda kuzatishi va o‘quvchilarning o‘z sur’ati bilan rivojlanishiga yordam berishi muhokama qilinadi. Shuningdek, texnik muammolar, dizayn va teng imkoniyatlar masalalari ham ko‘rib chiqiladi. Natijalar shuni ko‘rsatadiki, AI bilan boyitilgan o‘quv o‘yinlari ta’limni qiziqarli va samarali qilishda katta salohiyatga ega.
DOI: 10.5281/zenodo.18702653
title: INTEGRATING ARTIFICIAL INTELLIGENCE WITH GAME-BASED LEARNING: ADVANCING INTELLIGENT TUTORING IN EDUCATION

description: Ushbu maqola sun’iy intellekt asosida o‘quv o‘yinlari (game-based learning, GBL)ning ta’lim jarayoniga ta’sirini tahlil qiladi. So‘nggi tadqiqotlar AI bilan jihozlangan o‘quv o‘yinlari talabalar motivatsiyasini oshirishi, individual o‘quv ehtiyojlariga moslashishi va bilimlarni yaxshilashi mumkinligini ko‘rsatadi. Maqolada AI-ning GBL jarayonida adaptiv fikr-mulohazalar berishi, o‘quv darajasini real vaqtda kuzatishi va o‘quvchilarning o‘z sur’ati bilan rivojlanishiga yordam berishi muhokama qilinadi. Shuningdek, texnik muammolar, dizayn va teng imkoniyatlar masalalari ham ko‘rib chiqiladi. Natijalar shuni ko‘rsatadiki, AI bilan boyitilgan o‘quv o‘yinlari ta’limni qiziqarli va samarali qilishda katta salohiyatga ega.
DOI: 10.15468/dl.bhs6vr
title: Occurrence Download

description: A dataset containing 5687 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Oenanthe moesta"
 ]
}

 The dataset includes 5687 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030040-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7brk7
title: Occurrence Download

description: A dataset containing 37790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyphocharax",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 37790 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030038-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82414/dh5h-7e67
title: How to build with time? | Learning from Bimanagar, its inhabitants, and BV Doshi

description: Survey data and interview transcripts from a study of Bimanagar Housing Estate in Ahmedabad, India. Bimanagar, also referred to as LIC Housing was financed by the Life Insurance Company and designed by the architect BV Doshi in 1985. Since then it has been incrementally and at times radically transformed by inhabitants. The study discusses Bimanagar in its historical and epistemological context, its relevance for architecture, housing and urban studies. The field research identifies and analyses patterns of transformation in relation to their underpinning personal, social and spatial motivations and discusses their evolving dynamics.