cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3dyxrg
title: Occurrence Download

description: A dataset containing 17722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex vesicaria Dewey ex Steud., 1840, Carex curvicollis Franch. & Sav., Carex muricata L.)",
 "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 17722 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0235398-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jez9hh
title: Occurrence Download

description: A dataset containing 3238 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Amphibia",
 "TaxonKey is Aves",
 "TaxonKey is Insecta",
 "TaxonKey is Reptilia",
 "TaxonKey is Mammalia",
 "TaxonKey is Chilopoda",
 "TaxonKey is Diplopoda",
 "TaxonKey is Arachnida"
 ]
 },
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "DecimalLongitude is greater than or equal to 70.000000",
 "DecimalLongitude is less than 75.000000",
 "DecimalLatitude is greater than or equal to 40.000000",
 "DecimalLatitude is less than 45.000000",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 3238 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001732-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksmzhk
title: Occurrence Download

description: A dataset containing 38814 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tyrannus crassirostris Swainson, 1826"
 ]
}

 The dataset includes 38814 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0378268-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tn5tt5
title: Occurrence Download

description: A dataset containing 37178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "Country is Colombia",
 "Geometry POLYGON((-72.39148 7.05114,-73.57278 9.12039,-73.5034 9.92693,-74.5441 10.12639,-75.33329 9.99631,-75.59347 9.16375,-76.21789 8.56535,-76.12249 8.13172,-75.63683 7.86287,-74.03242 7.68943,-74.01508 6.86554,-72.39148 7.05114))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU)",
 "OccurrenceStatus is Present",
 "Year 2010-2024"
 ]
}

 The dataset includes 37178 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204963-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-51102
title: Redemption tidings, vol. 32, nos. 1-50, 6 Jan. - 28 Dec. 1956

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.okjgg7
title: Occurrence Download

description: A dataset containing 949 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus nevadensis Boiss."
 ]
}

 The dataset includes 949 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001732-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7r25s
title: Occurrence Download

description: A dataset containing 3097 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Procellaria cinerea Gmelin, 1789"
 ]
}

 The dataset includes 3097 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0378265-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fg1h64
title: Occurrence Download

description: A dataset containing 21640 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gypaetus barbatus (Linnaeus, 1758)"
 ]
}

 The dataset includes 21640 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001732-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9pydv
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ECU",
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0235425-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmlqre
title: Occurrence Download

description: A dataset containing 10420608 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hymenoptera"
 ]
}

 The dataset includes 10420608 records from 2203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022571-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e49vek
title: Occurrence Download

description: A dataset listing the 284 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-101.69382 25.73832,-101.7031 25.71092,-101.68524 25.69438,-101.59825 25.64659,-101.51423 25.61552,-101.51582 25.5475,-101.47076 25.53051,-101.36428 25.68896,-101.55522 25.82886,-101.60349 25.7955,-101.64314 25.7582,-101.68937 25.74548,-101.69382 25.73832)))",
 "HasCoordinate is true",
 "TaxonKey is Chordata",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 284 records were derived from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006722-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjxhvk
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Friesodielsia cuneiformis (Blume) Steenis"
 ]
}

 The dataset includes 82 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0342746-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2patf1
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grevillea levis Olde & Marriott",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045200-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24414/rob-gnss-namr00bel
title: GNSS data of NAMR00BEL, NAMUR, Belgium

description: Permanent GNSS station dataset as daily RINEX files
DOI: 10.15468/dl.qadmdp
title: Occurrence Download

description: A dataset containing 22708 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthus spragueii (Audubon, 1844)"
 ]
}

 The dataset includes 22708 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002576-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x628f6
title: Occurrence Download

description: A dataset containing 437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.3_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Antilocapra americana (Ord, 1815)"
 ]
}

 The dataset includes 437 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053870-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmc6dc
title: Occurrence Download

description: A dataset containing 978 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paranapiacaba J.Bechyné, 1958"
 ]
}

 The dataset includes 978 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021668-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dbuee
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "TaxonKey is Abelona Karny, 1937"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053875-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9y1dwr
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Zooplancton en Bahia Magdalena, Baja California Sur, Mexico"
 ]
}

 The dataset includes 570 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006732-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7jwgd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Vienna, Institute for Botany - Herbarium WU",
 "TaxonKey is Lonicera koehneana Rehder"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014155-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24414/rob-gnss-mari00bel
title: GNSS data of MARI00BEL, MARIEMBOURG, Belgium

description: Permanent GNSS station dataset as daily RINEX files
DOI: 10.15468/dl.24cyfz
title: Occurrence Download

description: A dataset listing the 61 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Alien Species in Poland - Animals"
 ]
}

 The dataset's 61 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0333300-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/d3088
title: Dataset supporting the University of Southampton Doctoral Thesis "Building sustaining port competitiveness constructs: a case study of ports in China"

description: Dataset supporting the University of Southampton Doctoral Thesis "Building sustaining port competitiveness constructs: a case study of ports in China"

The dataset includes text transcript of interviews and relevant materials. The data has been compiled from port stakeholders and experts in China and is available on request for bona fide researchers only. See request form attached.
DOI: 10.15468/dl.b0o1wo
title: Occurrence Download

description: A dataset containing 442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2000-2020",
 "HasCoordinate is true",
 "TaxonKey is Dasyprocta azarae Lichtenstein, 1823",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 442 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015302-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfxqgd
title: Occurrence Download

description: A dataset containing 86734 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thecosomata"
 ]
}

 The dataset includes 86734 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000272-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wqrj6
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophryacus smaragdinus Grünwald, Jones, Franz-Chávez & Ahumada-Carillo, 2015"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048054-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4a46q
title: Occurrence Download

description: A dataset containing 5488223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coragyps atratus (Bechstein, 1793))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5488223 records from 611 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056869-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwvfcj
title: Occurrence Download

description: A dataset containing 1563 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Meriones unguiculatus (Milne-Edwards, 1867)"
 ]
}

 The dataset includes 1563 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056891-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqn8yg
title: Occurrence Download

description: A dataset containing 114481 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fallopia japonica (Houtt.) Ronse Decr."
 ]
}

 The dataset includes 114481 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014723-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukgwap
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "HasCoordinate is true",
 "TaxonKey is Eulithis propulsata (Walker, 1862)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 235 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000176-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqhdyy
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1960-1997",
 "HasCoordinate is true",
 "TaxonKey is Afzelia bipindensis Harms",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 58 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000229-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nx4ltt
title: Occurrence Download

description: A dataset containing 2905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Sorex palustris Richardson, 1828",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2905 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011188-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9xma6
title: Occurrence Download

description: A dataset containing 427 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudobatos percellens (Walbaum, 1792)"
 ]
}

 The dataset includes 427 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0342738-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rv22b2
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protea longifolia Andrews"
 ]
}

 The dataset includes 320 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002109-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6y3c7s
title: Occurrence Download

description: A dataset containing 66302 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypopitys monotropa Crantz"
 ]
}

 The dataset includes 66302 records from 842 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056888-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15156517
title: Table 2 in A new ape from Türkiye and the radiation of late Miocene hominines

description: Table 2 Hominine and pongine synapomorphies (18 taxa, ordered).
HomininePongineSupraorbital torusSupraorbital marginFrontal sinus/glabellaInterorbital spaceEthmoidal sinusLateral orbital pillar surfaceI 1 marginal ridge shapeNasal bone lengthC implantationNasal bone breathUpper premolar lengthClivus lengthLower molar buccal cristidsClivus orientationSupraorbital torusC inclinationIncisive canalIncisive foramen sizeUpper premolar crestsP 3 hypoproto-postprotocristid
description: Published as part of Sevim-Erol, Ayla, Begun, D. R., Sözer, Ç. Sönmez, Mayda, S., van den Hoek Ostende, L. W., Martin, R. M. G. & Alçiçek, M. Cihat, 2023, A new ape from Türkiye and the radiation of late Miocene hominines, pp. 2 in Communications Biology 6 (1) on page 2, DOI: 10.1038/s42003-023-05210-5, http://zenodo.org/record/8279657
DOI: 10.5281/zenodo.15156518
title: Table 2 in A new ape from Türkiye and the radiation of late Miocene hominines

description: Table 2 Hominine and pongine synapomorphies (18 taxa, ordered).
HomininePongineSupraorbital torusSupraorbital marginFrontal sinus/glabellaInterorbital spaceEthmoidal sinusLateral orbital pillar surfaceI 1 marginal ridge shapeNasal bone lengthC implantationNasal bone breathUpper premolar lengthClivus lengthLower molar buccal cristidsClivus orientationSupraorbital torusC inclinationIncisive canalIncisive foramen sizeUpper premolar crestsP 3 hypoproto-postprotocristid
description: Published as part of Sevim-Erol, Ayla, Begun, D. R., Sözer, Ç. Sönmez, Mayda, S., van den Hoek Ostende, L. W., Martin, R. M. G. & Alçiçek, M. Cihat, 2023, A new ape from Türkiye and the radiation of late Miocene hominines, pp. 2 in Communications Biology 6 (1) on page 2, DOI: 10.1038/s42003-023-05210-5, http://zenodo.org/record/8279657
DOI: 10.5281/zenodo.15156519
title: Table 1 in A new ape from Türkiye and the radiation of late Miocene hominines

description: Table 1 Hominine and pongine synapomorphies (18 taxa, unordered).
HomininePongineSupraorbital torusSupraorbital marginFrontal sinus/glabellaLateral orbital pillar surfaceEthmoidal sinusNasal bone lengthI 1 marginal ridge shapeNasal bone breathC implantationClivus orientationUpper premolar lengthC inclinationLower molar buccal cristidsUpper premolar crestsP 3 hypoproto-postprotocristid
description: Published as part of Sevim-Erol, Ayla, Begun, D. R., Sözer, Ç. Sönmez, Mayda, S., van den Hoek Ostende, L. W., Martin, R. M. G. & Alçiçek, M. Cihat, 2023, A new ape from Türkiye and the radiation of late Miocene hominines, pp. 2 in Communications Biology 6 (1) on page 2, DOI: 10.1038/s42003-023-05210-5, http://zenodo.org/record/8279657
DOI: 10.5281/zenodo.15156520
title: Table 1 in A new ape from Türkiye and the radiation of late Miocene hominines

description: Table 1 Hominine and pongine synapomorphies (18 taxa, unordered).
HomininePongineSupraorbital torusSupraorbital marginFrontal sinus/glabellaLateral orbital pillar surfaceEthmoidal sinusNasal bone lengthI 1 marginal ridge shapeNasal bone breathC implantationClivus orientationUpper premolar lengthC inclinationLower molar buccal cristidsUpper premolar crestsP 3 hypoproto-postprotocristid
description: Published as part of Sevim-Erol, Ayla, Begun, D. R., Sözer, Ç. Sönmez, Mayda, S., van den Hoek Ostende, L. W., Martin, R. M. G. & Alçiçek, M. Cihat, 2023, A new ape from Türkiye and the radiation of late Miocene hominines, pp. 2 in Communications Biology 6 (1) on page 2, DOI: 10.1038/s42003-023-05210-5, http://zenodo.org/record/8279657
DOI: 10.6084/m9.figshare.28736030
title: ICT_Investment.dta

description: 正在进行的数字化转型正在从根本上重塑全球劳动力市场动态，其中信息和通信技术 （ICT） 投资成为关键催化剂。本研究仔细研究了来自中国的全面区域行业 ICT 输入数据，以阐明 ICT 投资对工业就业的机制和影响。我们的实证结果表明，增加的 ICT 投资通常会刺激就业;然而，其影响在不同行业之间是不同的。在高科技行业，直接就业增长和生产规模扩张带来的辅助利益（即补偿效应）都支撑着就业增长。相反，由于与技能成本上升相关的明显替代效应，中等技术行业遭受净就业下降，而低技术行业则表现出矛盾的结果。此外，异质性分析表明，ICT 投资在以劳动力保护减少和政府干预有限为特征的经济发达地区发挥着更强大的积极影响。溢出效应分析进一步表明，ICT 投资产生了大量的积极行业间和空间外部性，特别是有利于高科技行业，同时对中低技术行业产生不利影响。这些结果强调了定制数字化转型战略的必要性，该战略必须协调技术进步与就业保障，同时适当考虑特定行业和区域差异。