cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9npp3v
title: Occurrence Download

description: A dataset containing 302 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clusia mexiae P.F.Stevens"
 ]
}

 The dataset includes 302 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150677-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gnzed
title: Occurrence Download

description: A dataset containing 310636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leporidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 310636 records from 402 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017782-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1105881
title: Images and GIS from an Archaeological Evaluation at Blue Barn Farm, Trimley St. Martin, Suffolk, June 2022

description: This archive contains images and GIS from an archaeological evaluation at of land at near Blue Barn Farm, Trimley St. Martin, Suffolk. The work was undertaken by Cotswold Archaeology in June 2022. A total of twenty-six trenches were excavated, with archaeological deposits identified in twenty-two. Cropmarks have previously been recorded in the eastern area of site and within the surrounding fields, several ditches identified within Trenches 4, 5,6, 12 and 19 appear to relate to these, one ditch in Trench 12 has been provisionally dated as Roman, whilst the other remains undated. The evaluation revealed a multi-period site, with features dated to the Late Neolithic to Early Bronze Age, the Late Bronze Age to Early Iron Age, Roman and medieval to post-medieval. The archaeology predominately comprised ditches and pits, with a potential roundhouse identified in Trench 9. The roundhouse and waste from pits in Trenches 15 and 17, suggest evidence for settlement activity within the site bounds. Although many of the features were dated, only small quantities of finds were recovered, with the majority of the features excavated devoid of datable material.
DOI: 10.15468/dl.5kkwvj
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardiocardita tankervillii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 33 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055642-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfbup6
title: Occurrence Download

description: A dataset containing 169616 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bidens tripartita"
 ]
}

 The dataset includes 169616 records from 1371 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055587-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22y3x7
title: Occurrence Download

description: A dataset containing 35793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vicia villosa Roth, Vicia villosa Roth, Vicia villosa Roth)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 35793 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256496-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aknbt6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Extrakunia jocosa Guenée, 1852",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Argentina",
 "Country is Argentina"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321460-210914110416597/datasets/export for details.
DOI: 10.15468/dl.yam9ra
title: Occurrence Download

description: A dataset listing the 10 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.54535 19.94292,-99.52466 19.94292,-99.52466 19.96045,-99.54535 19.96045,-99.54535 19.94292))",
 "TaxonKey is Squamata",
 "Year 1000-2023"
 ]
}

 The dataset's 10 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018030-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmduph
title: Occurrence Download

description: A dataset containing 1136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pardosa torrentum Simon, 1876, Robertus truncorum (L.Koch, 1872))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1136 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170315-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dj277a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neophasia menapia (Felder & Felder, 1859)",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Argentina",
 "Country is Argentina"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321479-210914110416597/datasets/export for details.
DOI: 10.15468/dl.dgu7e8
title: Occurrence Download

description: A dataset containing 1108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Otiorhynchus sulcatus (Fabricius, 1775)"
 ]
}

 The dataset includes 1108 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001801-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvxtve
title: Occurrence Download

description: A dataset containing 829 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Giraffa camelopardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 829 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086220-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrepjq
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Megophrys nasuta (Schlegel, 1858)"
 ]
}

 The dataset includes 135 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344183-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94mu7y
title: Occurrence Download

description: A dataset listing the 9691 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Benin, Burkina Faso, Gambia, Ghana, Guinea, Guinea-Bissau, Côte d’Ivoire, Liberia, Mali, Niger, Nigeria, Senegal, Sierra Leone, Togo)",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset's 9691 records were derived from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009890-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrz2r3
title: Occurrence Download

description: A dataset containing 4073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Country derived from coordinates",
 "Issue is Recorded date invalid"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Clethra alnifolia L."
 ]
}

 The dataset includes 4073 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0419539-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48ynut
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Abies pinsapo Boiss."
 ]
}

 The dataset includes 397 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115401-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6tcpr
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tarsius fuscus Fischer, 1804"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0352854-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mw6kbw
title: Occurrence Download

description: A dataset containing 1255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Abies pinsapo Boiss.",
 "Year 2000-2023"
 ]
}

 The dataset includes 1255 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015159-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kta27k
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Hong Kong",
 "Country is Macao",
 "Country is Chinese Taipei"
 ]
 },
 {
 "or" : [
 "TaxonKey is Amomum villosum var. villosum",
 "TaxonKey is Amomum villosum Lour."
 ]
 },
 "Year 1970-2022"
 ]
}

 The dataset includes 50 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257134-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcnrwk
title: Occurrence Download

description: A dataset containing 2593837 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is 2023 Contributions of Plant Specimen Data inside China"
 ]
}

 The dataset includes 2593837 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015534-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s89epe
title: Occurrence Download

description: A dataset containing 820 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macromitrium japonicum Dozy & Molk."
 ]
}

 The dataset includes 820 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265656-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmx2yq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dasychira grisefacta Dyar, 1911",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Argentina",
 "Country is Argentina"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321458-210914110416597/datasets/export for details.
DOI: 10.15468/dl.8nu7cu
title: Occurrence Download

description: A dataset containing 969 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremias argus Peters, 1869"
 ]
}

 The dataset includes 969 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0426182-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nm9vt2
title: Occurrence Download

description: A dataset containing 2248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Hippocampus hippocampus (Linnaeus, 1758)"
 ]
}

 The dataset includes 2248 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000202-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88z93q
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-119.647 35.30222,-119.5216 35.30222,-119.5216 35.40528,-119.647 35.40528,-119.647 35.30222))",
 "TaxonKey is one of (Aves)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 533 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0407321-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvhctg
title: Occurrence Download

description: A dataset containing 19986 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba muralis L."
 ]
}

 The dataset includes 19986 records from 456 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009874-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8unq85
title: Occurrence Download

description: A dataset containing 2524 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasioglossum nitidiusculum (Kirby, 1802)"
 ]
}

 The dataset includes 2524 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0426189-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5x9bv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
 },
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tragopan blythii (Jerdon, 1870)",
 "Year 1972-2022"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324056-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6swwq
title: Occurrence Download

description: A dataset listing the 268 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swedish Bird Survey: Summer point count routes (Sommarpunktrutterna)"
 ]
}

 The dataset's 268 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015540-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4y6yk
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Herichthys bartoni (Bean, 1892)"
 ]
}

 The dataset includes 76 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170298-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rwfnk
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graphium kirbyi (Hewitson, 1872)"
 ]
}

 The dataset includes 182 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0362362-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suepkx
title: Occurrence Download

description: A dataset listing the 278 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swedish Bird Survey: Fixed routes (Standardrutterna)"
 ]
}

 The dataset's 278 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015541-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgjcxf
title: Occurrence Download

description: A dataset containing 125763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Asplenium foreziense Le Grand ex Magnier, Pseudathyrium alpestre (Hoppe) Newman, Struthiopteris spicant (L.) Weiss, Struthiopteris castanea (Makino) Nakai, Cryptogramma crispa (L.) R.Br. ex Hook.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 125763 records from 404 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163167-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12680818
title: Does urbanization drive up housing prices? Novel evidence from remote sensing and dynamic panel quantile regression

description: Purpose: This study aims to quantify the influence of urbanization on housing prices at the districtbased level, while also investigating the heterogeneous impacts across different quantiles of housing prices.

Design/methodology/approach: The study uses remote-sensed spectral images from the Landsat 7 ETM+ satellite to measure urbanization, replacing prior reliance solely on urban population metrics. Subsequently, the two-step system Generalized Method of Moments is employed to evaluate how urbanization influences district-based housing prices through three spectrometrics: Urban Index (𝑈𝐼), Normalized Difference Built-up Index (𝑁𝐷𝐵𝐼), and Built-Up Index (𝐵𝑈𝐼). Finally, this study examines the heterogeneous impacts across various housing price quantiles through Dynamic Panel Quantile Regression with non-additive fixed effects under Markov Chain Monte Carlo Simulation.

Findings: The study demonstrates that urbanization leads to an increase in regional housing prices. However, these impact magnitudes vary across housing price quantiles. Specifically, the impact exhibits an inverse V-shaped curve, with urbanization exerting a more pronounced influence on the 60𝑡ℎ percentile of housing prices, while its effect on the 10𝑡ℎ and 90𝑡ℎ percentile is comparatively weaker.

Originality/value: This study employs a novel method of utilizing remote sensing to measure urbanization and investigates its effects on housing prices. Furthermore, it provides an empirical application of non-additive fixed effect quantile regression for analyzing heterogeneity.