cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3abzs8
title: Occurrence Download

description: A dataset containing 1102 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 Crypturgus subcribrosus Eggers, 1933",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 1102 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019464-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38fazg
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Proceratophrys brauni Kwet & Faivovich, 2001"
 ]
}

 The dataset includes 33 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019465-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/grmnrv
title: Source data for: Q-learning based fault estimation and fault tolerant iterative learning control for MIMO systems

description: This paper proposes a Q-learning based fault estimation (FE) and fault tolerant control (FTC) scheme under iterative learning control (ILC) framework. Due to the repetitive demands on control actuators for repetitive tasks, ILC is sensitive to actuator faults. Moreover, unknown faults varying with both time and trial axes pose a challenge to the control performance of ILC. This paper introduces Q-learning algorithm for FE to continuously adjust the estimator and adapt the changing faults. Then, FTC is designed by adopting the norm-optimal iterative learning control (NOILC) framework, where the controller is adjusted based on the FE results from Q-learning to counteract the influence of faults. Finally, the simulation on the plant of a mobile robot verifies the effectiveness of the proposed algorithm.
DOI: 10.5281/zenodo.12750754
title: Dataset for publication: "Magnesium and Aluminum in Contact with Liquid Battery Electrolytes: Ion Transport through Interphases and in the Bulk"

description:  



This is the experimental raw data set associated with the following publication: M. Löw, J. Grill, MM May, and J. Popovic-Neuber, Magnesium and Aluminium in Contact with Liquid Battery Electrolyte: Ion Transport through Interphases and in the Bulk, ACS Material Letters (2024). DOI:10.1021/acsmaterialslett.4c01589

The data set is organized according to the publication's figures.
DOI: 10.5281/zenodo.12750755
title: Dataset for publication: "Magnesium and Aluminum in Contact with Liquid Battery Electrolytes: Ion Transport through Interphases and in the Bulk"

description:  



This is the experimental raw data set associated with the following publication: M. Löw, J. Grill, MM May, and J. Popovic-Neuber, Magnesium and Aluminium in Contact with Liquid Battery Electrolyte: Ion Transport through Interphases and in the Bulk, ACS Material Letters (2024). DOI:10.1021/acsmaterialslett.4c01589

The data set is organized according to the publication's figures.
DOI: 10.15468/dl.856ped
title: Occurrence Download

description: A dataset containing 0 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 Trypodendron proximum Wood & Bright, 1992",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019466-241007104925546/datasets/export for details.
DOI: 10.15468/dl.nwh9ny
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Gallicolumba platenae (Salvadori, 1893)"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019444-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13943674
title: Improving the use of social networks to disseminate information aboutreal estate in the Republic of Kazakhstan

description: In the modern era, digital platforms, particularly social networks, have revolutionized the way governments interact with citizens. Social media has emerged as a critical tool for disseminating information quickly and efficiently, especially in areas where public awareness is essential, such as taxes, land registration, and real estate laws. In his 2024 Address to the Nation, the President of Kazakhstan underscored the importance of digitizing public services to increase transparency, improve access to information, and simplify interactions between citizens and government bodies. This aligns with the country's long-term goal of modernizing the e-government system, emphasizing the need for effective communication channels that foster civic engagement and compliance.
DOI: 10.5281/zenodo.13943675
title: Improving the use of social networks to disseminate information aboutreal estate in the Republic of Kazakhstan

description: In the modern era, digital platforms, particularly social networks, have revolutionized the way governments interact with citizens. Social media has emerged as a critical tool for disseminating information quickly and efficiently, especially in areas where public awareness is essential, such as taxes, land registration, and real estate laws. In his 2024 Address to the Nation, the President of Kazakhstan underscored the importance of digitizing public services to increase transparency, improve access to information, and simplify interactions between citizens and government bodies. This aligns with the country's long-term goal of modernizing the e-government system, emphasizing the need for effective communication channels that foster civic engagement and compliance.
DOI: 10.15468/dl.9pw2ru
title: Occurrence Download

description: A dataset listing the 11 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "DatasetKey is one of (Botanical Database of Southern Africa (BODATSA): Botanical Collections, iNaturalist Research-grade Observations, Naturalis Biodiversity Center (NL) - Botany, Royal Botanic Gardens, Kew - Herbarium Specimens, Lund University Biological Museum - Botanical collection (LD), Phanerogamic Botanical Collections (S), United States National Plant Germplasm System Collection, NMNH Extant Specimen Records (USNM, US), Centre for Australian National Biodiversity Research (CANB) AVH data, Tropicos MO Specimen Data)",
 "Geometry POLYGON((16.43115 -28.60338,16.46207 -28.52436,16.72321 -28.40753,16.74039 -28.26666,16.82285 -28.11547,16.49643 -27.48325,16.17688 -27.40766,15.80236 -27.43515,15.53435 -27.60695,15.56871 -27.72033,15.6821 -27.86465,15.72677 -27.97116,16.11847 -28.30102,16.43115 -28.60338))",
 "IucnRedListCategory is one of (CR, EN, VU, NT)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 11 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019439-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpdnzf
title: Occurrence Download

description: A dataset containing 6665 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 Trypodendron lineatum (A.G.Olivier, 1800)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 6665 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019467-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9647333
title: ⏳ endoflife.date database (duckdb)
DOI: 10.15468/dl.uspb69
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Proceratophrys carranca Godinho, Moura, Lacerda & Feio, 2013"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019468-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.estuy3
title: Occurrence Download

description: A dataset containing 279 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 Ernoporus tiliae (G.W.F.Panzer, 1793)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 279 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019469-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7997y3
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Proceratophrys concavitympanum Giaretta, Bernarde & Kokubum, 2000"
 ]
}

 The dataset includes 133 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019470-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt7vpx
title: Occurrence Download

description: A dataset containing 578 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 Pityophthorus micrographus (C.Linnaeus, 1758)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 578 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019471-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fs7srg
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Proceratophrys cristiceps (Müller, 1883)"
 ]
}

 The dataset includes 188 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019473-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kj4whw
title: Occurrence Download

description: A dataset containing 189 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 Pityophthorus lichtensteini Eichhoff, 1864",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 189 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019475-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/x19r-7351
title: SEM micrographs of 3D printed CB-PLA samples topography after microwave treatment

description: This dataset contains the SEM micrographs of carbon-black doped polylactic acid 3D printed electrodes, after microwave treatment to activate the electrode surfaces. FEI Quanta 250 FEG SEM was used for these analyses. Samples were treated with CEM reactor or microwave oven.
This is a part of the manuscript: https://www.mdpi.com/1996-1944/17/12/2833
DOI: 10.5281/zenodo.13937626
title: Table 1 and Figure A.1 for Observational studies on S-bearing molecules in massive star forming regions
DOI: 10.5281/zenodo.13937627
title: Table 1 and Figure A.1 for Observational studies on S-bearing molecules in massive star forming regions
DOI: 10.15468/dl.u2bfqd
title: Occurrence Download

description: A dataset containing 0 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 Agallia laevis Ribaut",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019476-241007104925546/datasets/export for details.
DOI: 10.34808/f87t-kb76
title: SEM micrographs of 3D printed CB-PLA samples topography after microwave treatment

description: This dataset contains the electrochemical studies on microwave-activated carbon-black doped polylactic acid 3D printed electrodes. 
All electrochemical measurements were performed with potentiostat/galvanostat, (M204 Metrohm Autolab, Utrecht, The Netherlands) equipped with FRA32M electrochemical-impedance spectroscopy module with Nova 2.15 software. The measurements were performed in a cell consisting of the three-electrode system: for 3D-printed CB-PLA electrode (diameter of 8 mm, measurement area of 0.564 cm2), and FSEC (11 mm × 11 mm × 2 mm, measurement area of 1.21 cm2), Ag/AgCl (0.1 M NaCl) reference electrode and platinum wire as a counter electrode. A 0.01 M phosphate buffer (pH 7.4) containing 1 mM K3[Fe(CN)6] and 1 mM K4[Fe(CN)6] was used as an electrolyte solution. The cyclic voltammetry (CV) was performed in a range from −1.0 V to 1.0 V with a scan rate of 0.1 V/s. The differential pulse voltammetry (DPV) was obtained in the potential range from −0.2 V to +0.7 V, applied pulse amplitude 50 mV, potential step 10 mV, modulation time 0.07 s, and interval time 1.85 s. The electrochemical impedance spectroscopy (EIS) measurements were carried out at a frequency range from 0.1 Hz to 10 kHz. Studies were carried out at open circuit potential after 5 min of sample conditioning with a perturbation amplitude of 10 mV. All impedance data were analyzed using ZSimpWin 3.21 impedance software with the appropriately fitted electrical equivalent circuit. All EIS spectra are presented in the Nyquist plot.
This is a part of the manuscript: https://www.mdpi.com/1996-1944/17/12/2833
DOI: 10.34808/sc1k-2c78
title: Raman studies of 3D printed CB-PLA samples after microwave treatment

description: This dataset contains Raman spectroscopy analyses of microwave-activated carbon-black doped polylactic acid 3D printed electrodes. 
Raman spectra were obtained by Raman microscopy (XploRA Plus spectrometer from Horiba Scientific, Palaiseau, France). To avoid melting the investigated samples, Raman spectra were obtained by applying an argon-ion laser (514.5 nm), operating at 1% of its total power (50 mW). 
This is a part of the manuscript: https://www.mdpi.com/1996-1944/17/12/2833
DOI: 10.6084/m9.figshare.27013342.v5
title: Spurious reconstruction from brain activity

description: Paper: Shirakawa, Nagano, Tanaka, Aoki, Majima, Muraki, Kamitani (2024) Spurious reconstruction from brain activity. arXiv.Code: https://github.com/KamitaniLab/spurious_reconstructionVersion history:Version 1-5 (2024-09-30 - 2024-10-16): Temporary release due to repository capacity limitations.<br>
DOI: 10.15468/dl.ca6apv
title: Occurrence Download

description: A dataset containing 0 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 Aphrodes fuscofasciata (Goeze, 1778)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019477-241007104925546/datasets/export for details.
DOI: 10.15468/dl.jrkryu
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Proceratophrys cururu Eterovick & Sazima, 1998"
 ]
}

 The dataset includes 22 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019478-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pd7f35
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Proceratophrys goyana (Miranda-Ribeiro, 1937)"
 ]
}

 The dataset includes 61 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019479-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5nr7r
title: Occurrence Download

description: A dataset containing 0 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 Aphrodes trifasciatus (Geoffroy, 1785)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019480-241007104925546/datasets/export for details.
DOI: 10.15468/dl.fn48ek
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Kudoacanthus albonervosus Hosok.)",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019482-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13943303
title: Spatial Characteristics and Connectivity of Urban Floods in Eastern China: Insights from a Newly Established Dataset during 2010—2020
DOI: 10.15468/dl.7fmn8n
title: Occurrence Download

description: A dataset containing 452 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 Aphrophora salicina (Goeze, 1778)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 452 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019481-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67dwez
title: Occurrence Download

description: A dataset containing 11 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 Arocephalus languidus (Flor, 1861)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 11 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019483-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgu8pc
title: Occurrence Download

description: A dataset containing 75 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 Arthaldeus striifrons (Kirschbaum, 1868)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 75 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019484-241007104925546/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.27245775
title: Global Artificial Impervious Area (GAIA)

description: <b>References：</b><b>Gong, P.*, Li, X.C., Wang, J.*, Bai, Y., Chen, B., Hu, T.Y., Liu, X.P., Xu, B., Yang, J., Zhang, W., & Zhou, Y.Y. 2020. Annual maps of global artificial impervious areas (GAIA) between 1985 and 2018. Remote Sensing of Environment, 236, 111510. doi: 10.1016/j.rse.2019.111510.</b>The original data (Version 2024) is available from Star Cloud Data Service Platform at https://data-starcloud.pcl.ac.cn/resource/13.