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

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvia pruinosa"
 ]
}

 The dataset includes 38 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039252-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rayxc5
title: Occurrence Download

description: A dataset containing 9324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((76.98889 43.37465, 76.97672 43.37465, 76.96946 43.36553, 76.94512 43.36553, 76.95238 43.37465, 76.94021 43.37465, 76.93295 43.36553, 76.92079 43.36553, 76.91353 43.35641, 76.90137 43.35641, 76.89412 43.34728, 76.88195 43.34728, 76.86022 43.31992, 76.84806 43.31992, 76.82637 43.29256, 76.83853 43.29256, 76.82408 43.27432, 76.81192 43.27432, 76.80471 43.26521, 76.79255 43.26521, 76.76824 43.26521, 76.74662 43.23786, 76.75877 43.23786, 76.75157 43.22874, 76.78802 43.22874, 76.78082 43.21962, 76.80512 43.21962, 76.79792 43.21051, 76.81007 43.21051, 76.79567 43.19228, 76.78353 43.19228, 76.77634 43.18317, 76.76419 43.18317, 76.75701 43.17406, 76.84201 43.17406, 76.83482 43.16494, 76.89553 43.16494, 76.90273 43.17406, 76.91487 43.17406, 76.92207 43.18317, 76.9585 43.18317, 76.97065 43.18317, 76.99228 43.21051, 76.98013 43.21051, 76.98735 43.21962, 76.9752 43.21962, 76.98242 43.22874, 76.97027 43.22874, 77.01365 43.28344, 77.0015 43.28344, 77.00874 43.29256, 76.99658 43.29256, 77.00382 43.30168, 76.99166 43.30168, 77.01341 43.32904, 77.02558 43.32904, 77.03283 43.33816, 77.02067 43.33816, 77.02793 43.34728, 77.01576 43.34728, 77.03029 43.36553, 77.01813 43.36553, 77.02539 43.37465, 77.01322 43.37465, 77.02049 43.38378, 76.99616 43.38378, 76.98889 43.37465))",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9324 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039253-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23cse2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((111.075 0.661184, 111.004732 0.655617, 110.936195 0.639052, 110.871077 0.611897, 110.81098 0.574821, 110.757386 0.528738, 110.711613 0.474781, 110.674788 0.414281, 110.647818 0.348726, 110.631367 0.27973, 110.625839 0.208994, 110.631371 0.138257, 110.647826 0.06926300000000001, 110.674798 0.003709, 110.711625 -0.05679, 110.757399 -0.110744, 110.810993 -0.156826, 110.871087 -0.1939, 110.936203 -0.221053, 111.004736 -0.237618, 111.075 -0.243185, 111.145264 -0.237618, 111.213797 -0.221053, 111.278913 -0.1939, 111.339007 -0.156826, 111.392601 -0.110744, 111.438375 -0.05679, 111.475202 0.003709, 111.502174 0.06926300000000001, 111.518629 0.138257, 111.524161 0.208994, 111.518633 0.27973, 111.502182 0.348726, 111.475212 0.414281, 111.438387 0.474781, 111.392614 0.528738, 111.33902 0.574821, 111.278923 0.611897, 111.213805 0.639052, 111.145268 0.655617, 111.075 0.661184))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039256-251120083545085/datasets/export for details.
DOI: 10.15468/dl.q45qwn
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Hylorina sylvatica"
 ]
}

 The dataset includes 187 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039254-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npzc4e
title: Occurrence Download

description: A dataset containing 1031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvia purpurea"
 ]
}

 The dataset includes 1031 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039255-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/6aeq74
title: PAN-00182092 - metal knucklebone

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00182092&lt;/p&gt;
description: Modified: 2025-11-03T13:45:11+01:00
DOI: 10.15468/dl.s7f8vm
title: Occurrence Download

description: A dataset containing 1701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Melampodium perfoliatum"
 ]
}

 The dataset includes 1701 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039257-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brd9nh
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scolelepis cantabra",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 268 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039258-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3wp9h
title: Occurrence Download

description: A dataset containing 3170 species occurrences available in GBIF matching the query:
{
 "PublishingOrg" : [
 "is 4c5bf646-457d-431d-b055-6c27f468ff0a"
 ]
}

 The dataset includes 3170 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039259-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.un9n3n
title: Occurrence Download

description: A dataset containing 30441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((30.76941 37.00534, 30.75794 37.00534, 30.75571 36.99654, 30.74424 36.99654, 30.69835 36.99654, 30.68727 36.9525, 30.6758 36.9525, 30.67358 36.9437, 30.66212 36.9437, 30.65991 36.93489, 30.64844 36.93489, 30.63697 36.93489, 30.62814 36.89968, 30.61668 36.89968, 30.60787 36.86446, 30.59641 36.86446, 30.58981 36.83806, 30.60127 36.83806, 30.59907 36.82926, 30.62198 36.82926, 30.62858 36.85566, 30.64004 36.85566, 30.64224 36.86446, 30.6537 36.86446, 30.65591 36.87327, 30.66737 36.87327, 30.66958 36.88207, 30.70396 36.88207, 30.70175 36.87327, 30.71321 36.87327, 30.711 36.86446, 30.72246 36.86446, 30.72025 36.85566, 30.73171 36.85566, 30.7295 36.84686, 30.8097 36.84686, 30.81192 36.85566, 30.82338 36.85566, 30.82559 36.86446, 30.83705 36.86446, 30.83927 36.87327, 30.80489 36.87327, 30.80711 36.88207, 30.78419 36.88207, 30.7864 36.89087, 30.77494 36.89087, 30.78159 36.91728, 30.79306 36.91728, 30.79528 36.92609, 30.81821 36.92609, 30.82967 36.92609, 30.83189 36.93489, 30.82043 36.93489, 30.82488 36.9525, 30.81341 36.9525, 30.81786 36.97011, 30.80639 36.97011, 30.80862 36.97892, 30.79715 36.97892, 30.79937 36.98773, 30.7879 36.98773, 30.79013 36.99654, 30.77866 36.99654, 30.78534 37.02296, 30.77386 37.02296, 30.76941 37.00534))",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 30441 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039261-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3w7z94
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caulotops"
 ]
}

 The dataset includes 143 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039262-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yf9ftx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((111.552 0.665184, 111.481732 0.659617, 111.413195 0.643052, 111.348077 0.615897, 111.28798 0.578821, 111.234386 0.532738, 111.188613 0.478781, 111.151788 0.418281, 111.124818 0.352725, 111.108367 0.28373, 111.102839 0.212993, 111.108371 0.142257, 111.124826 0.07326299999999999, 111.151798 0.007709, 111.188625 -0.05279, 111.234399 -0.106745, 111.287993 -0.152826, 111.348087 -0.1899, 111.413203 -0.217053, 111.481736 -0.233618, 111.552 -0.239185, 111.622264 -0.233618, 111.690797 -0.217053, 111.755913 -0.1899, 111.816007 -0.152826, 111.869601 -0.106745, 111.915375 -0.05279, 111.952202 0.007709, 111.979174 0.07326299999999999, 111.995629 0.142257, 112.001161 0.212993, 111.995633 0.28373, 111.979182 0.352725, 111.952212 0.418281, 111.915387 0.478781, 111.869614 0.532738, 111.81602 0.578821, 111.755923 0.615897, 111.690805 0.643052, 111.622268 0.659617, 111.552 0.665184))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039260-251120083545085/datasets/export for details.
DOI: 10.15468/dl.rbn7v4
title: Occurrence Download

description: A dataset containing 41313228 species occurrences available in GBIF matching the query:
{
 "IucnRedListCategory" : [
 "is VU"
 ]
}

 The dataset includes 41313228 records from 17647 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039228-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2022-10.2628356/2380070
title: Data for EMSL Project 51407 from October 2022
DOI: 10.25582/data.2022-11.2653596/2380071
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2022-10.2627939/2380072
title: Data for EMSL Project 51407 from October 2022
DOI: 10.25582/data.2022-10.2627952/2380073
title: Data for EMSL Project 51407 from October 2022
DOI: 10.6084/m9.figshare.24117624
title: Summary statistics

description: Statistic data for <b>Piezo1 Contributes to Podocyte Cytoskeleton Remodeling and Development of Proteinuria in Lupus Nephritis</b>.
DOI: 10.6084/m9.figshare.24117624.v2
title: Summary statistics

description: Statistic data for <b>Piezo1 Contributes to Podocyte Cytoskeleton Remodeling and Development of Proteinuria in Lupus Nephritis</b>.
DOI: 10.25582/data.2022-11.2652611/2380074
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2023-03.2758468/2380075
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2022-11.2631469/2380076
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2022-11.2653681/2380077
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2023-02.2749960/2380078
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2023-02.2731179/2380079
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2023-03.2758431/2380080
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-03.2759391/2380081
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-02.2753610/2380082
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2023-03.2778777/2380083
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-02.2753537/2380084
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2023-02.2740272/2380085
title: Data for EMSL Project 51407 from February 2023
DOI: 10.15468/dl.x8vvmw
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Henriettea steyermarkii (Wurdack) Penneys, Michelang., Judd & Almeda, Henriettella steyermarkii Wurdack)"
 ]
}

 The dataset includes 38 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007863-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2022-12.2672004/2380086
title: Data for EMSL Project 51407 from December 2022
DOI: 10.25582/data.2023-04.2782538/2380087
title: Data for EMSL Project 51407 from April 2023
DOI: 10.25582/data.2022-11.2653598/2380088
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2023-03.2760799/2380089
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-02.2753363/2380090
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2023-04.2782573/2380091
title: Data for EMSL Project 51407 from April 2023
DOI: 10.25582/data.2022-12.2660062/2380092
title: Data for EMSL Project 51407 from December 2022
DOI: 10.25582/data.2023-03.2760951/2380093
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-02.2750029/2380094
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2022-11.2653827/2380095
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2023-02.2753451/2380096
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2022-11.2653814/2380097
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2023-03.2758479/2380098
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-03.2758543/2380099
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-02.2753404/2380100
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2022-10.2627924/2380101
title: Data for EMSL Project 51407 from October 2022
DOI: 10.25582/data.2022-12.2658706/2380102
title: Data for EMSL Project 51407 from December 2022
DOI: 10.25582/data.2022-12.2659140/2380103
title: Data for EMSL Project 51407 from December 2022
DOI: 10.25582/data.2022-10.2628316/2380104
title: Data for EMSL Project 51407 from October 2022
DOI: 10.25582/data.2022-10.2627929/2380105
title: Data for EMSL Project 51407 from October 2022
DOI: 10.25582/data.2023-03.2760883/2380106
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-03.2778700/2380107
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2022-10.2623460/2380108
title: Data for EMSL Project 51407 from October 2022
DOI: 10.15468/dl.5gx3m7
title: Occurrence Download

description: A dataset containing 30964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Solanum carolinense L."
 ]
}

 The dataset includes 30964 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007864-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2022-12.2659287/2380109
title: Data for EMSL Project 51407 from December 2022
DOI: 10.25582/data.2022-10.2627947/2380110
title: Data for EMSL Project 51407 from October 2022
DOI: 10.25582/data.2022-10.2628176/2380111
title: Data for EMSL Project 51407 from October 2022
DOI: 10.25582/data.2022-11.2653777/2380112
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2023-02.2753454/2380113
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2022-11.2653693/2380114
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2022-12.2659551/2380115
title: Data for EMSL Project 51407 from December 2022
DOI: 10.25582/data.2023-02.2753386/2380116
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2023-03.2778660/2380117
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2022-11.2653754/2380118
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2023-02.2736851/2380119
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2022-11.2631614/2380120
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2022-12.2659290/2380121
title: Data for EMSL Project 51407 from December 2022
DOI: 10.25582/data.2023-03.2778748/2380122
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2022-10.2628043/2380123
title: Data for EMSL Project 51407 from October 2022
DOI: 10.25582/data.2023-03.2759776/2380124
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-03.2778606/2380125
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-01.2723136/2380126
title: Data for EMSL Project 51407 from January 2023
DOI: 10.25582/data.2022-10.2627991/2380127
title: Data for EMSL Project 51407 from October 2022
DOI: 10.15468/dl.tm53xd
title: Occurrence Download

description: A dataset containing 2652 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Henriettea succosa (Aubl.) DC., Henriettea brasiliensis Casar.)"
 ]
}

 The dataset includes 2652 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007865-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-03.2758424/2380128
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-03.2760943/2380129
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2022-11.2653722/2380130
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2023-03.2759790/2380131
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2022-10.2623376/2380132
title: Data for EMSL Project 51407 from October 2022
DOI: 10.15468/dl.ybzy7t
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cotylelobium lanceolatum Craib"
 ]
}

 The dataset includes 129 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007866-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-04.2782610/2380133
title: Data for EMSL Project 51407 from April 2023
DOI: 10.25582/data.2022-11.2653567/2380134
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2022-11.2653619/2380135
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2022-11.2653774/2380136
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2022-11.2636614/2380137
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2023-02.2751054/2380138
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2023-03.2760916/2380139
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2022-12.2672010/2380140
title: Data for EMSL Project 51407 from December 2022
DOI: 10.25582/data.2023-03.2759575/2380141
title: Data for EMSL Project 51407 from March 2023
DOI: 10.5281/zenodo.12618165
title: Impact of solar wind density and velocity variation on Martian magnetosphere and ion escape process
DOI: 10.5281/zenodo.12618166
title: Impact of solar wind density and velocity variation on Martian magnetosphere and ion escape process
DOI: 10.25582/data.2022-10.2628087/2380142
title: Data for EMSL Project 51407 from October 2022
DOI: 10.25582/data.2022-12.2671947/2380143
title: Data for EMSL Project 51407 from December 2022
DOI: 10.25582/data.2022-11.2653648/2380144
title: Data for EMSL Project 51407 from November 2022
DOI: 10.25582/data.2022-10.2627908/2380145
title: Data for EMSL Project 51407 from October 2022
DOI: 10.25582/data.2023-02.2731251/2380146
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2023-03.2758435/2380147
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2022-11.2653663/2380148
title: Data for EMSL Project 51407 from November 2022
DOI: 10.6084/m9.figshare.26139703.v1
title: Data&codes.rar

description: Abstract: Due to spatial heterogeneity and temporal non-stationarity, urban expansion models are often only applicable locally. This paper proposes a similarity law-based method for transferability of urban expansion model. The method utilizes the geographically optimal similarity (GOS) model to realize the transfer of the transition rules based on the similarity of geographical configurations. The model is applied to the Beijing-Tianjin-Hebei region for empirical analysis, the results show that (1) The proposed method can better capture the shift of urban expansion strategies during validation period. The figure of merit (FoM) of results using the local transition rules is on average 0.010 higher and the fuzzy similarity of different (FSD) is on average 0.025 higher than those using the transition rules transfer from Beijing in calibration period, but in validation period the FoM is on average 0.018 lower and the FSD is on average 0.033 lower. (2) The similarity of urban expansion strategies varies among different cities, selecting appropriate cities for the transfer of transition rule can make the results of proposed method perform better. For example, during validation period, in Shijiazhuang, the transition rule transferred from Beijing is preferable to that transferred from Xingtai, while in Handan and Hengshui, it is opposite.
DOI: 10.25582/data.2023-03.2759779/2380149
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-02.2750024/2380150
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2023-02.2753509/2380151
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2023-04.2782591/2380152
title: Data for EMSL Project 51407 from April 2023
DOI: 10.25582/data.2023-02.2749915/2380153
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2023-03.2758478/2380154
title: Data for EMSL Project 51407 from March 2023
DOI: 10.25582/data.2023-02.2753499/2380155
title: Data for EMSL Project 51407 from February 2023
DOI: 10.25582/data.2022-11.2635092/2380156
title: Data for EMSL Project 51407 from November 2022