cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15613163
title: Global Sentinel-3 OLCI CCC at an 8-day interval from 2016 to 2024: Part 4

description: This dataset is part of the full collection: https://doi.org/10.5281/zenodo.15593487

Citation:

Please cite the following publication when using this dataset:



Li, D., Croft, H., Duveiller, G., Schreiner-McGraw, A.P., Belwalkar, A., Cheng, T., Zhu, Y., Cao, W., & Yu, K. (2025). Global retrieval of canopy chlorophyll content from Sentinel-3 OLCI TOA data using a two-step upscaling method integrating physical and machine learning models. Remote Sensing of Environment, 328, 114845. https://doi.org/10.1016/j.rse.2025.114845
DOI: 10.5281/zenodo.15613164
title: Global Sentinel-3 OLCI CCC at an 8-day interval from 2016 to 2024: Part 4

description: This dataset is part of the full collection: https://doi.org/10.5281/zenodo.15593487

Citation:

Please cite the following publication when using this dataset:



Li, D., Croft, H., Duveiller, G., Schreiner-McGraw, A.P., Belwalkar, A., Cheng, T., Zhu, Y., Cao, W., & Yu, K. (2025). Global retrieval of canopy chlorophyll content from Sentinel-3 OLCI TOA data using a two-step upscaling method integrating physical and machine learning models. Remote Sensing of Environment, 328, 114845. https://doi.org/10.1016/j.rse.2025.114845
DOI: 10.15468/dl.kdpsv7
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Surdisorex polulus Hollister, 1916",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028918-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15593487
title: Global Sentinel-3 OLCI CCC at an 8-day interval from 2016 to 2024: Part 1

description: DOI: https://doi.org/10.5281/zenodo.15593487

Description:

This dataset provides the global Effective Canopy Chlorophyll Content (CCC) product derived from Sentinel-3 OLCI top-of-atmosphere (TOA) observations, at a spatial resolution of 1/336 degree (~300 meters at the equator) and a temporal resolution of 8 days, covering the period from 2016 to 2024. This file is Part 1 of a five-part series.

Data characteristics:





Variable: Effective Canopy Chlorophyll Content (CCC)




Unit: g/m²




Data type: uint8, with physical values calculated as CCC = (single(CCC) - 1) * 0.015




Invalid values: All converted CCC values less than 0 should be considered invalid, mainly due to cloud contamination or lack of valid observations.




Spatial resolution: 1/336 degree (~300 m)




Spatial extent:Latitude: 90°N to 60°SLongitude: 180°W to 180°ERows: 50400; Columns: 120960




Projection: Sinusoidal projection (MODIS standard)



File format and naming:

Each file is named using the format:CCC_YYYYDOY.nc, where YYYY is the year and DOY is the starting day-of-year for each 8-day composite period.

Additional spatial reference:

In Part 2, the file CCC_latitude_longitude_Sinusoidal.nc is included, containing the central latitude and longitude for each pixel in the Sinusoidal grid. This reference file enables geolocation of every grid cell.

Application:

This dataset is suitable for global-scale vegetation health assessment, photosynthesis modeling, and ecological analysis. It is particularly useful for estimating gross primary production (GPP), monitoring crop status, and evaluating ecosystem functioning.

Citation:

Please cite the following publication when using this dataset:



Li, D., Croft, H., Duveiller, G., Schreiner-McGraw, A.P., Belwalkar, A., Cheng, T., Zhu, Y., Cao, W., & Yu, K. (2025). Global retrieval of canopy chlorophyll content from Sentinel-3 OLCI TOA data using a two-step upscaling method integrating physical and machine learning models. Remote Sensing of Environment, 328, 114845. https://doi.org/10.1016/j.rse.2025.114845


 

For questions or feedback, please contact: Dong Li (dongmath.li@tum.de)
DOI: 10.5281/zenodo.15613274
title: Global Sentinel-3 OLCI CCC at an 8-day interval from 2016 to 2024: Part 5

description: This dataset is part of the full collection: https://doi.org/10.5281/zenodo.15593487

Citation:

Please cite the following publication when using this dataset:



Li, D., Croft, H., Duveiller, G., Schreiner-McGraw, A.P., Belwalkar, A., Cheng, T., Zhu, Y., Cao, W., & Yu, K. (2025). Global retrieval of canopy chlorophyll content from Sentinel-3 OLCI TOA data using a two-step upscaling method integrating physical and machine learning models. Remote Sensing of Environment, 328, 114845. https://doi.org/10.1016/j.rse.2025.114845
DOI: 10.5281/zenodo.15613275
title: Global Sentinel-3 OLCI CCC at an 8-day interval from 2016 to 2024: Part 5

description: This dataset is part of the full collection: https://doi.org/10.5281/zenodo.15593487

Citation:

Please cite the following publication when using this dataset:



Li, D., Croft, H., Duveiller, G., Schreiner-McGraw, A.P., Belwalkar, A., Cheng, T., Zhu, Y., Cao, W., & Yu, K. (2025). Global retrieval of canopy chlorophyll content from Sentinel-3 OLCI TOA data using a two-step upscaling method integrating physical and machine learning models. Remote Sensing of Environment, 328, 114845. https://doi.org/10.1016/j.rse.2025.114845
DOI: 10.21227/b6nz-av74
title: "Nonuniform variations of drought driven by spatially heterogeneous climate changes"

description: "Under the background of global warming, the global drought shows an increasing trend. However, it is not clear how the drought changes in different regions at the global scale, what the dominant influencing factors are and how they will change in the future, which needs to be explored in depth. Based on the retrieved 2001-2020 annual temperature vegetation drought index (TVDI) data set, this paper analyzes the spatial and temporal evolution pattern of global drought in the past 20 years and further clarifies the dominant influencing factors of drought in different regions. The main results showed that: (1) There was obvious correlations between the spatial distribution of drought and latitude ;(2) The drought areas in Africa, Oceania and South America accounted for a large proportion and the drought in Europe showed an intensified trend, while the drought in the Amazon Plain first intensified and then weakened;(3) There was a significant positive correlation between temperature and drought in parts of North America and Siberia at high latitudes;(4) As the global temperature rose, the drought continues to intensified;(5) Compared with the drought changes during 2001-2010, the area proportion of the drought intensified area during 2011-2020 increased significantly;(6)The temperature factor had a greater impact on the drought, the precipitation had a greater impact in the relatively arid area, and the impact of evapotranspiration on the drought was greatly related to the temperature."
DOI: 10.15468/dl.h85aat
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Surdisorex schlitteri Peterhans, Stanley, Hutterer, Demos & Agwanda, 2009",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028920-250525065834625/datasets/export for details.
DOI: 10.15468/dl.25xt4g
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Sylvisorex akaibei Mukinzi, Hutterer & Barriere, 2009",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 44 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028921-250525065834625/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/12096354
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.q2xgjh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Sylvisorex camerunensis Heim de Balsac, 1968",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028922-250525065834625/datasets/export for details.
DOI: 10.15468/dl.6qscqd
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Losaria rhodifer (Butler, 1876)"
 ]
}

 The dataset includes 41 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028923-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzj5mj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Sylvisorex corbeti Hutterer & Montermann, 2009",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028924-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x8urd
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Sylvisorex granti Thomas, 1907",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 106 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028926-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ag9xrw
title: Occurrence Download

description: A dataset containing 18869 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorbus intermedia"
 ]
}

 The dataset includes 18869 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052071-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cjp5m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea carnea",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052072-250827131500795/datasets/export for details.
DOI: 10.15468/dl.gns3q9
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea carnea",
 "Country is Guatemala",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052073-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6kzep
title: Occurrence Download

description: A dataset containing 877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea carnea",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 877 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052074-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skbpwf
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((52.91288 -7.97673,163.53251 -7.97673,163.53251 36.30997,52.91288 36.30997,52.91288 -7.97673))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amesiodendron chinense"
 ]
}

 The dataset includes 192 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052075-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4mx3s
title: Occurrence Download

description: A dataset containing 5039 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorbus latifolia"
 ]
}

 The dataset includes 5039 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052077-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pymr6s
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea carnea",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 109 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052078-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsqdb4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea carnea",
 "Country is Niue",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052080-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2h7rk
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea carnea",
 "Country is Tanzania, United Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052081-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7qp5z
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea carnea",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052084-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkfpg7
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea carnea",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052083-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etddr5
title: Occurrence Download

description: A dataset containing 1794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((125.92846 41.30485,129.84058 41.30485,129.84058 44.05443,125.92846 44.05443,125.92846 41.30485))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2003-2023"
 ]
}

 The dataset includes 1794 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052085-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14458/utcc.the.2005.17
title: การวิเคราะห์ศักยภาพการส่งออกของอุตสาหกรรมน้ําตาลทรายไทยในตลาดโลก
DOI: 10.15468/dl.7vb6jg
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea hederifolia",
 "Country is Bhutan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052088-250827131500795/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.29595683
title: Supplementary material of article entitled "optimisation of microwave-assisted extraction process of bioactive compounds and antioxidant activity from cocoa pod husk (<i>Theobroma cacao</i> L.)".

description: Anova for bioactive compounds (TPC and TSC) and antioxidant activity (DRSC, ARSC and FRAP) of optimisation of microwave-assisted extraction process from cocoa pod husk (<i>Theobroma cacao</i> L.)
DOI: 10.6084/m9.figshare.29595683.v2
title: Supplementary material of article entitled "optimisation of microwave-assisted extraction process of bioactive compounds and antioxidant activity from cocoa pod husk (<i>Theobroma cacao</i> L.)".

description: Anova for bioactive compounds (TPC, TFC and TSC) and antioxidant activity (DRSC, ARSC and FRAP) of optimisation of microwave-assisted extraction process from cocoa pod husk (<i>Theobroma cacao</i> L.)
DOI: 10.6084/m9.figshare.29595683.v3
title: Supplementary material of article entitled "optimisation of microwave-assisted extraction process of bioactive compounds and antioxidant activity from cocoa pod husk (<i>Theobroma cacao</i> L.)".

description: Anova for bioactive compounds (TPC and TSC) and antioxidant activity (DRSC, ARSC and FRAP) of optimisation of microwave-assisted extraction process from cocoa pod husk (<i>Theobroma cacao</i> L.)
DOI: 10.15468/dl.fgmgz9
title: Occurrence Download

description: A dataset containing 519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea hederifolia",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 519 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052086-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23zsgz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea hederifolia",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052087-250827131500795/datasets/export for details.
DOI: 10.15468/dl.m2mzrg
title: Occurrence Download

description: A dataset listing the 28339 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-53.3087 1.15059,-60.8859 -6.52374,-53.84299 -13.22665,-44.08007 -13.32379,-43.88578 -4.72659,-53.3087 1.15059))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 28339 records were derived from 365 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052076-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17096602
title: FIShBOT Archive 2025-09-11

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.5281/zenodo.17096603
title: FIShBOT Archive 2025-09-11

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.15468/dl.skdg5c
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "OccurrenceStatus is Present",
 "StateProvince is Jaén, Sierra de Cazorla"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052079-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6n565a
title: Occurrence Download

description: A dataset containing 892 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museu Paraense Emilio Goeldi - Annelida Collection"
 ]
}

 The dataset includes 892 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052089-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r27fey
title: Occurrence Download

description: A dataset containing 130182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Scaphopoda"
 ]
}

 The dataset includes 130182 records from 611 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052039-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nszq9z
title: Occurrence Download

description: A dataset containing 130887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Australia)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1964",
 "Year is less than or equal to 1964"
 ]
}

 The dataset includes 130887 records from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052068-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.