cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.97cbbp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sirenia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 30,60 30,60 60,30 60,30 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049610-250920141307145/datasets/export for details.
DOI: 10.15468/dl.7v62qy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sirenia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 30,90 30,90 60,60 60,60 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049609-250920141307145/datasets/export for details.
DOI: 10.26023/haym-zpfv-k60h
title: RAINEX: Shell Oil Platform Meteorological Data. Version 1.0

description: This data set contains hourly resolution surface meteorological and oceanographic data from the Shell Oil (http://www.shell.com) Platform weather stations. These data were retrieved from the National Data Buoy Center (NDBC). This data set includes data from the 2 stations located off the Texas Gulf of Mexico near Texas. This data set covers the period from 1 January to 31 December 2005. The data are in space delimited ASCII format. NCAR/EOL conducted no additional quality control on these data.
DOI: 10.15468/dl.yraenq
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paucituberculata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-90 -60,-60 -60,-60 -30,-90 -30,-90 -60))"
 ]
}

 The dataset includes 41 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049611-250920141307145/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.24807627.v2
title: Global Climate Policy Uncertainty

description: Global climate policy uncertainty was assessed using approximately 11.27 million news articles from 2000 to 2023 in twelve countries of the G20 spanning six continents: Asia (China, Japan, Korea, and India), Africa (South Africa), North America (the US and Canada), South America (Brazil), Europe (the UK, France, and Germany), and Australasia (Australia). The data is categorized into global and national indices with different frequencies including daily, weekly, and monthly intervals.Citation:Ma, D., Zhang, D., Guo, K., & Ji, Q. (2024). Coupling between global climate policy uncertainty and economic policy uncertainty. <i>Finance Research Letters</i>, <i>69</i>, 106180.Ji, Q., Ma, D., Zhai, P., Fan, Y., & Zhang, D. (2024). Global climate policy uncertainty and financial markets. Journal of International Financial Markets, Institutions and Money, 102047.
DOI: 10.15468/dl.2jjnqy
title: Occurrence Download

description: A dataset containing 452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hermetia illucens",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 452 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049613-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5rrhv
title: Occurrence Download

description: A dataset containing 1069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hermetia illucens",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1069 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049612-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j696mv
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hermetia illucens",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 238 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049614-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjynqc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paucituberculata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 -60,0 -60,0 -30,-30 -30,-30 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049616-250920141307145/datasets/export for details.
DOI: 10.15468/dl.4un82z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paucituberculata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 -60,-30 -60,-30 -30,-60 -30,-60 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049615-250920141307145/datasets/export for details.
DOI: 10.15468/dl.dwhx89
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sirenia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 30,30 30,30 60,0 60,0 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049617-250920141307145/datasets/export for details.
DOI: 10.26023/wvwa-w1qs-8f01
title: RAINEX: National Water Level Observation Network (NWLON) Meteorological Data. Version 1.0

description: This data set contains hourly resolution surface meteorological and oceanographic data from the National Water Level Observation Network(NWLON) which is operated by the National Ocean Service Center for Operational Oceanographic Products and Services (CO-OPS). These data were retrieved from the National Data Buoy Center (NDBC). This data set includes data from the 29 stations located along the coast of theGulf of Mexico and the southern US Atlantic coast. This data set covers the period from 1 January to 31 December 2005. The data are in space delimited ASCII format. NCAR/EOL conducted no additional quality control on these data.
DOI: 10.15468/dl.j35vpb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sirenia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 30,0 30,0 60,-30 60,-30 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049618-250920141307145/datasets/export for details.
DOI: 10.15468/dl.rzdue9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sirenia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 30,-30 30,-30 60,-60 60,-60 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049619-250920141307145/datasets/export for details.
DOI: 10.15468/dl.hvyxy9
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is RUS.18_1",
 "TaxonKey is Conium maculatum"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049620-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7c8b7r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paucituberculata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 -60,30 -60,30 -30,0 -30,0 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049621-250920141307145/datasets/export for details.
DOI: 10.15468/dl.tfgfzx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paucituberculata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 -60,60 -60,60 -30,30 -30,30 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049623-250920141307145/datasets/export for details.
DOI: 10.15468/dl.mv8naq
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hermetia illucens",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 128 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049622-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2mnrk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paucituberculata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 -60,90 -60,90 -30,60 -30,60 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049624-250920141307145/datasets/export for details.
DOI: 10.15468/dl.dbe3qk
title: Occurrence Download

description: A dataset containing 1106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sirenia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-90 30,-60 30,-60 60,-90 60,-90 30))"
 ]
}

 The dataset includes 1106 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049625-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzfer3
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hermetia illucens",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049626-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/dj2h-5g58-jx0p
title: RAINEX: Physical Oceanographic Real-Time System (PORTS) Data. Version 1.0

description: This data set contains variable resolution surface meteorological and oceanographic data from the Physical Oceanographic Real-Time System (PORTS) operated by the National Ocean Service. This data set includes data from the 9 stations that are part of the Tampa Bay PORTS network. This data set covers the period from 1 August to 30 September 2005. The data are in space delimited ASCII format. NCAR/EOL conducted no additional quality control on these data. Data outside this period is included in the NOAA/ESRL/GSD MADIS dataset and can be downloaded by following the link under "Additional Information" below.
DOI: 10.15468/dl.662dh4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sirenia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 30,-90 30,-90 60,-120 60,-120 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049628-250920141307145/datasets/export for details.
DOI: 10.15468/dl.24jn53
title: Occurrence Download

description: A dataset containing 466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hermetia illucens",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 466 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049627-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m7ufk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sirenia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-150 30,-120 30,-120 60,-150 60,-150 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049629-250920141307145/datasets/export for details.
DOI: 10.15468/dl.mn2rbr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paucituberculata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 -60,120 -60,120 -30,90 -30,90 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049630-250920141307145/datasets/export for details.
DOI: 10.15468/dl.hdny78
title: Occurrence Download

description: A dataset containing 1060913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoxinus phoxinus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1060913 records from 422 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049474-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8knn3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paucituberculata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((120 -60,150 -60,150 -30,120 -30,120 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049631-250920141307145/datasets/export for details.
DOI: 10.15468/dl.7bpuzk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paucituberculata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 -60,180 -60,180 -30,150 -30,150 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049632-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.10277408
title: Monthly global cement production data

description: This dataset is a machine-readable (CSV+JSON) collation of available reported monthly cement and cement clinker production data from both national sources and the (now discontinued) UN Monthly Bulletin of Statistics. In total, 175 time series are present in the production dataset, of which 46 are from the UN bulletin. Chinese provincial clinker production is available for the period 2013-2020. Currently 70 of the monthly time-series representing 24 countries are connected to live sources and will be updated in future. 

In this release the most recent data are for August 2025 (China, Colombia, India, Poland, Russia, Saudi Arabia, Viet Nam). All sources are detailed in the accompanying JSON metadata file. The earliest data are for Taiwan, which start in 1982, Thailand in 1987, and Japan in 1989.

The time-series are necessarily incomplete. I have included the data that are available from each source. In some cases the sources also provide data on lime production, and this has been included since its production generates emissions in the same way as does the production of cement clinker. No interpolation or estimation has been used to generate this dataset: data are directly as reported from primary sources. These data are not production capacity, but actual production.

This update:



New monthly cement series for Egypt, Sri Lanka, and Viet Nam

Added 16 years of earlier cement data for Japan, as well as new series for lime production

Added some additional data for Iran

Clinker trade data from UN COMTRADE removed to separate files

All data updated to the most recent available


The countries for which monthly data sources are regularly updated are:



Argentina, Bolivia, Brazil, China, Colombia, Germany, Egypt, Spain, India, Japan, Kenya, Malaysia, Mexico, Pakistan, Poland, Russia, Saudi Arabia, South Korea, Sri Lanka, Taiwan, Thailand, Turkey, USA, Viet Nam


If you intend to use this dataset in your own research, I would appreciate being contacted to discuss whether co-authorship is appropriate.

If you are aware of countries that publish monthly cement statistics that are not included in this dataset, please let me know. Note that some countries publish monthly industrial production statistics for cement that are indices, but these are most often not directly convertible to physical production.

Always make sure to check the Zenodo page for possible updates to the dataset.

See also: Global CO2 emissions from cement production (https://zenodo.org/doi/10.5281/zenodo.831454). The monthly cement activity dataset presented here is one data source for the annual emissions dataset.
DOI: 10.5281/zenodo.17270962
title: Monthly global cement production data

description: This dataset is a machine-readable (CSV+JSON) collation of available reported monthly cement and cement clinker production data from both national sources and the (now discontinued) UN Monthly Bulletin of Statistics. In total, 175 time series are present in the production dataset, of which 46 are from the UN bulletin. Chinese provincial clinker production is available for the period 2013-2020. Currently 70 of the monthly time-series representing 24 countries are connected to live sources and will be updated in future. 

In this release the most recent data are for August 2025 (China, Colombia, India, Poland, Russia, Saudi Arabia, Viet Nam). All sources are detailed in the accompanying JSON metadata file. The earliest data are for Taiwan, which start in 1982, Thailand in 1987, and Japan in 1989.

The time-series are necessarily incomplete. I have included the data that are available from each source. In some cases the sources also provide data on lime production, and this has been included since its production generates emissions in the same way as does the production of cement clinker. No interpolation or estimation has been used to generate this dataset: data are directly as reported from primary sources. These data are not production capacity, but actual production.

This update:



New monthly cement series for Egypt, Sri Lanka, and Viet Nam

Added 16 years of earlier cement data for Japan, as well as new series for lime production

Added some additional data for Iran

Clinker trade data from UN COMTRADE removed to separate files

All data updated to the most recent available


The countries for which monthly data sources are regularly updated are:



Argentina, Bolivia, Brazil, China, Colombia, Germany, Egypt, Spain, India, Japan, Kenya, Malaysia, Mexico, Pakistan, Poland, Russia, Saudi Arabia, South Korea, Sri Lanka, Taiwan, Thailand, Turkey, USA, Viet Nam


If you intend to use this dataset in your own research, I would appreciate being contacted to discuss whether co-authorship is appropriate.

If you are aware of countries that publish monthly cement statistics that are not included in this dataset, please let me know. Note that some countries publish monthly industrial production statistics for cement that are indices, but these are most often not directly convertible to physical production.

Always make sure to check the Zenodo page for possible updates to the dataset.

See also: Global CO2 emissions from cement production (https://zenodo.org/doi/10.5281/zenodo.831454). The monthly cement activity dataset presented here is one data source for the annual emissions dataset.