cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.37bgre
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysorithrum amata Bremer & Grey, 1852",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 64 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208597-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jq7ke3
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anaxyrus mexicanus (Brocchi, 1879)"
 ]
}

 The dataset includes 235 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287231-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hu672n
title: Occurrence Download

description: A dataset listing the 11 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.40138 2.81521,-75.34388 2.80875,-75.25892 2.84302,-75.29448 2.95396,-75.36663 2.95943,-75.39247 2.95421,-75.41061 2.94252,-75.41799 2.90931,-75.45274 2.84688,-75.40138 2.81521))",
 "TaxonKey is one of (Amphibia, Reptilia, Reptilia, Reptilia, Reptilia, Mammalia)"
 ]
}

 The dataset's 11 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287213-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmkvsd
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola semenovii (Regel & Herder) Boriss."
 ]
}

 The dataset includes 136 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172775-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zteeg
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "TaxonKey is Ceiba pentandra (L.) Gaertn."
 ]
}

 The dataset includes 69 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172796-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94vyrw
title: Occurrence Download

description: A dataset containing 92566 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Database of Native Plants in Taiwan"
 ]
}

 The dataset includes 92566 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287225-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ut2am
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bertula bistrigata",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198129-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gtfqx
title: Occurrence Download

description: A dataset listing the 19 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lichens from a study of primary producer traits across an altitudinal gradient in alpine Finse"
 ]
}

 The dataset's 19 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287236-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64nmpf
title: Occurrence Download

description: A dataset containing 14236 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliotropium indicum L."
 ]
}

 The dataset includes 14236 records from 470 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240104-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezfhu9
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Semiarundinaria yashadake (Makino) Makino",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198126-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmeybd
title: Occurrence Download

description: A dataset listing the 2356 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (PHL.52_1, PHL.51_1)",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 2356 records were derived from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253344-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nv67uq
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Damnacanthus giganteus (Makino) Nakai",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 71 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207350-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pake9z
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Don H. Miller Personal Bee Collection",
 "GadmGid is USA.46_1"
 ]
}

 The dataset includes 72 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007842-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5sxte
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Illicium tashiroi Maxim.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 59 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207367-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6pvs6
title: Occurrence Download

description: A dataset containing 5241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Betula nigra L."
 ]
}

 The dataset includes 5241 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287221-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4a5gq
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((124.20295006374697 35.46362294676846,128.20295006374698 35.46362294676846,128.20295006374698 39.46362294676846,124.20295006374697 39.46362294676846,124.20295006374697 35.46362294676846))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eremias argus Peters, 1869"
 ]
}

 The dataset includes 167 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172812-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4k476s
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliotropium krauseanum Fedde"
 ]
}

 The dataset includes 94 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240111-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djn22k
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((124.20295006374697 35.46362294676846,128.20295006374698 35.46362294676846,128.20295006374698 39.46362294676846,124.20295006374697 39.46362294676846,124.20295006374697 35.46362294676846))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eremias argus Peters, 1869"
 ]
}

 The dataset includes 167 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172813-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ryedw
title: Occurrence Download

description: A dataset containing 1398 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données d'occurrence de quelques insectes parasites des cultures rencontrés en Côte d'Ivoire"
 ]
}

 The dataset includes 1398 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001150-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adq7kx
title: Occurrence Download

description: A dataset containing 2733 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alangium chinense (Lour.) Harms"
 ]
}

 The dataset includes 2733 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172826-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15899221
title: VN-Lip-Reading
DOI: 10.34740/kaggle/dsv/14266650
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.6xxw4j
title: Occurrence Download

description: A dataset containing 7904159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is USA.47_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2022-2024"
 ]
}

 The dataset includes 7904159 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006588-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9euy2p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malapterurus occidentalis Norris, 2002",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-16.8996 20.2064,-16.9237 20.0599,-16.8618 20.0599,-16.8618 22.7792,-17.2424 22.4474,-17.4477 21.9344,-17.5933 20.7331,-17.3825 20.3945,-16.8996 20.2064))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059876-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29370752
title: Dataset of water storage capacity in leaf and woody components across forest types.

description: A total of 781 observations from more than one hundred published papers made up the dataset of water storage capacity of leaf and woody components.
DOI: 10.6084/m9.figshare.29370752.v1
title: Dataset of water storage capacity in leaf and woody components across forest types.

description: A total of 781 observations from more than one hundred published papers made up the dataset of water storage capacity of leaf and woody components.
DOI: 10.15468/dl.y35a58
title: Occurrence Download

description: A dataset containing 53617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Bombus lapidarius (Linnaeus, 1758)",
 "Year 2017-2024"
 ]
}

 The dataset includes 53617 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059866-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jc232r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Homoeothrix Hering, 1944",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059877-250525065834625/datasets/export for details.
DOI: 10.15468/dl.6st954
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malapterurus occidentalis Norris, 2002",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-16.8783 10.9799,-16.8618 10.97,-16.8618 11.0599,-16.9054 11.0599,-16.8783 10.9799))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059878-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15705227
title: Effects of landscape complexity on biodiversity of rice agroecosystems: a meta-analysis

description: Source codes, dataset and metadata of the article: "Effects of landscape complexity on biodiversity of rice agroecosystems: a meta-analysis"
description: If you use this dataset, please cite it using the metadata from this file.
DOI: 10.17862/cranfield.rd.19397651
title: Data relating to the Thesis: Organic carbon across the terrestrial-to-aquatic continuum: Assessing source and delivery processes using a combined fingerprinting and carbon loss modelling approach

description: Data relating to the Thesis: Organic carbon across the terrestrial-to-aquatic continuum: Assessing source and delivery processes using a combined fingerprinting and carbon loss modelling approach <br> Soil and sediment data from the Loch Davan catchment, Aberdeenshire. <br> Data includes land use specific: <em>n</em>-alkane concentrations <em>n</em>-alkanes compound-specific stable isotopes neutral lipid fatty acids (NLFA) concentrations NLFA compound-specific stable isotopes Carbon, N and bulk stable isotopes <br>
DOI: 10.15468/dl.qzx2n6
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.35_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fragaria nubicola Lindl."
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059884-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zcgte
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Metasequoia glyptostroboides H.H.Hu & W.C.Cheng"
 ]
}

 The dataset includes 268 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059882-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2g49e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malapterurus occidentalis Norris, 2002",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((55.6087 -21.8876,56.1388 -21.7124,56.3374 -21.1838,56.0195 -20.5719,55.451 -20.3718,55.1382 -20.4922,55.1382 -21.6954,55.6087 -21.8876))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059880-250525065834625/datasets/export for details.
DOI: 10.15468/dl.7rkqkj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Homoeothrix Hering, 1944",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059881-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15705245
title: Dataset analyzed Fiscal Burden Dynamics and Administrative Resilience in Argentina's Monotributo Regime: Evidence from 2019 to 2025

description: Dataset was created by Leandro  Jorge Yacoubian by taking public information from https://www.argentina.gob.ar for the "Monotributistas quantity" folder, and https://www.afip.gob.ar for every other folder.
DOI: 10.23640/07243.2007522
title: ORCID 2015 survey

description: This is the full (anonymized) data set from the ORCID 2015 survey on perceptions and understanding of ORCID in the scholarly community. A full report is also available on figshare DOI 10.6084/m9.figshare.2008185
DOI: 10.23640/07243.2007522.v1
title: ORCID 2015 survey

description: This is the full (anonymized) data set from the ORCID 2015 survey on perceptions and understanding of ORCID in the scholarly community. A full report is also available on figshare DOI 10.6084/m9.figshare.2008185
DOI: 10.5281/zenodo.15691069
title: Benchmark files for the SPECTCOL software

description: Benchmark Files on the 16th June 2025 for the SPECTCOL software

This directory contains the testbench datafiles for the SPECTCOL software version 2502_r1, that is released with the paper "SPECTCOL: A VAMDC tool for molecular spectroscopy and collisional data", Y-A Ba et al, A&A, 2025  XXX.

The files' names correspond to the names provided in table B2 of the above paper.

The BASECOL data are in COLLISION-XSAMS, the spectroscopic data in SPECTRO-XSAMS and the resulting matching files in MATCHED-FILES. 

The matched files are provided as RADEX text files, XSAMS files and in one case as a CSV file as explained in the paper.

In that directory, a general video showing how to use the software is also provided (same video as in the section tutorial of the VAMDC SPECTCOL webpage : https://vamdc.org/activities/research/software/spectcol/
DOI: 10.5281/zenodo.15691070
title: Benchmark files for the SPECTCOL software

description: Benchmark Files on the 16th June 2025 for the SPECTCOL software

This directory contains the testbench datafiles for the SPECTCOL software version 2502_r1, that is released with the paper "SPECTCOL: A VAMDC tool for molecular spectroscopy and collisional data", Y-A Ba et al, A&A, 2025  XXX.

The files' names correspond to the names provided in table B2 of the above paper.

The BASECOL data are in COLLISION-XSAMS, the spectroscopic data in SPECTRO-XSAMS and the resulting matching files in MATCHED-FILES. 

The matched files are provided as RADEX text files, XSAMS files and in one case as a CSV file as explained in the paper.

In that directory, a general video showing how to use the software is also provided (same video as in the section tutorial of the VAMDC SPECTCOL webpage : https://vamdc.org/activities/research/software/spectcol/
DOI: 10.15468/dl.w2yq3j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malapterurus occidentalis Norris, 2002",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((58.3101 -20.2751,58.2432 -19.5708,57.8054 -19.3157,57.2737 -19.5421,56.8082 -20.4638,57.1232 -20.9316,57.7947 -20.9681,58.1423 -20.734,58.3101 -20.2751))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059885-250525065834625/datasets/export for details.
DOI: 10.15468/dl.a48h2u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Homoeothrix Hering, 1944",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059886-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29370749
title: Supporting Supporting datasets and code for "<b>Feasibility study on carbon neutralization pathway for marine macroalgae aquaculture system in China</b>"

description: Supporting Supporting datasets and code for "<b>Feasibility study on carbon neutralization pathway for marine macroalgae aquaculture system in China</b>"