unit tests to transform cnr explora

This commit is contained in:
Michele Artini 2022-06-09 12:25:34 +02:00
parent ab8868bd3a
commit b94a791bc5
5 changed files with 704 additions and 17 deletions

View File

@ -19,7 +19,9 @@ import org.apache.spark.sql.Encoder;
import org.apache.spark.sql.Encoders;
import org.apache.spark.sql.SparkSession;
import org.apache.spark.util.LongAccumulator;
import org.junit.jupiter.api.*;
import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.DisplayName;
import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.extension.ExtendWith;
import org.junit.jupiter.api.io.TempDir;
import org.mockito.junit.jupiter.MockitoExtension;
@ -50,7 +52,7 @@ class TransformationJobTest extends AbstractVocabularyTest {
@Test
@DisplayName("Test Date cleaner")
void testDateCleaner() throws Exception {
DateCleaner dc = new DateCleaner();
final DateCleaner dc = new DateCleaner();
assertEquals("1982-09-20", dc.clean("20/09/1982"));
assertEquals("2002-09-20", dc.clean("20-09-2002"));
assertEquals("2002-09-20", dc.clean("2002-09-20"));
@ -68,9 +70,9 @@ class TransformationJobTest extends AbstractVocabularyTest {
mr.setProvenance(new Provenance("DSID", "DSNAME", "PREFIX"));
mr.setBody(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/input_zenodo.xml")));
// We Load the XSLT transformation Rule from the classpath
XSLTTransformationFunction tr = loadTransformationRule("/eu/dnetlib/dhp/transform/zenodo_tr.xslt");
final XSLTTransformationFunction tr = loadTransformationRule("/eu/dnetlib/dhp/transform/zenodo_tr.xslt");
MetadataRecord result = tr.call(mr);
final MetadataRecord result = tr.call(mr);
// Print the record
System.out.println(result.getBody());
@ -86,9 +88,9 @@ class TransformationJobTest extends AbstractVocabularyTest {
mr.setProvenance(new Provenance("DSID", "DSNAME", "PREFIX"));
mr.setBody(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/input_itgv4.xml")));
// We Load the XSLT transformation Rule from the classpath
XSLTTransformationFunction tr = loadTransformationRule("/eu/dnetlib/dhp/transform/zenodo_tr.xslt");
final XSLTTransformationFunction tr = loadTransformationRule("/eu/dnetlib/dhp/transform/zenodo_tr.xslt");
MetadataRecord result = tr.call(mr);
final MetadataRecord result = tr.call(mr);
// Print the record
System.out.println(result.getBody());
@ -108,9 +110,9 @@ class TransformationJobTest extends AbstractVocabularyTest {
mr.setProvenance(new Provenance("DSID", "DSNAME", "PREFIX"));
mr.setBody(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/input_itgv4.xml")));
// We Load the XSLT transformation Rule from the classpath
XSLTTransformationFunction tr = loadTransformationRule(xslTransformationScript);
final XSLTTransformationFunction tr = loadTransformationRule(xslTransformationScript);
MetadataRecord result = tr.call(mr);
final MetadataRecord result = tr.call(mr);
// Print the record
System.out.println(result.getBody());
@ -129,9 +131,9 @@ class TransformationJobTest extends AbstractVocabularyTest {
mr.setProvenance(new Provenance("DSID", "DSNAME", "PREFIX"));
mr.setBody(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/input_omicsdi.xml")));
// We Load the XSLT transformation Rule from the classpath
XSLTTransformationFunction tr = loadTransformationRule(xslTransformationScript);
final XSLTTransformationFunction tr = loadTransformationRule(xslTransformationScript);
MetadataRecord result = tr.call(mr);
final MetadataRecord result = tr.call(mr);
// Print the record
System.out.println(result.getBody());
@ -140,7 +142,7 @@ class TransformationJobTest extends AbstractVocabularyTest {
@Test
@DisplayName("Test TransformSparkJobNode.main with oaiOpenaire_datacite (v4)")
void transformTestITGv4OAIdatacite(@TempDir Path testDir) throws Exception {
void transformTestITGv4OAIdatacite(@TempDir final Path testDir) throws Exception {
try (SparkSession spark = SparkSession.builder().config(sparkConf).getOrCreate()) {
@ -150,9 +152,7 @@ class TransformationJobTest extends AbstractVocabularyTest {
.getFile();
final String mdstore_output = testDir.toString() + "/version";
mockupTrasformationRule(
"simpleTRule",
"/eu/dnetlib/dhp/transform/scripts/xslt_cleaning_oaiOpenaire_datacite_ExchangeLandingpagePid.xsl");
mockupTrasformationRule("simpleTRule", "/eu/dnetlib/dhp/transform/scripts/xslt_cleaning_oaiOpenaire_datacite_ExchangeLandingpagePid.xsl");
final Map<String, String> parameters = Stream.of(new String[][] {
{
@ -203,7 +203,7 @@ class TransformationJobTest extends AbstractVocabularyTest {
@Test
@DisplayName("Test TransformSparkJobNode.main")
void transformTest(@TempDir Path testDir) throws Exception {
void transformTest(@TempDir final Path testDir) throws Exception {
try (SparkSession spark = SparkSession.builder().config(sparkConf).getOrCreate()) {
@ -256,6 +256,25 @@ class TransformationJobTest extends AbstractVocabularyTest {
}
}
@Test
@DisplayName("Test Transform Single XML using cnr_explora_tr XSLTTransformator")
void testCnrExploraTransformSaxonHE() throws Exception {
// We Set the input Record getting the XML from the classpath
final MetadataRecord mr = new MetadataRecord();
mr.setProvenance(new Provenance("openaire____::cnr_explora", "CNR ExploRA", "cnr_________"));
mr.setBody(IOUtils.toString(getClass().getResourceAsStream("/eu/dnetlib/dhp/transform/input_cnr_explora.xml")));
// We Load the XSLT transformation Rule from the classpath
final XSLTTransformationFunction tr = loadTransformationRule("/eu/dnetlib/dhp/transform/cnr_explora_tr.xslt");
final MetadataRecord result = tr.call(mr);
// Print the record
System.out.println(result.getBody());
// TODO Create significant Assert
}
private XSLTTransformationFunction loadTransformationRule(final String path) throws Exception {
final String trValue = IOUtils.toString(this.getClass().getResourceAsStream(path));
final LongAccumulator la = new LongAccumulator();

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@ -0,0 +1,214 @@
<xsl:stylesheet
xmlns:xsl="http://www.w3.org/1999/XSL/Transform"
xmlns:oaire="http://namespace.openaire.eu/schema/oaire/"
xmlns:vocabulary="http://eu/dnetlib/transform/clean"
xmlns:dateCleaner="http://eu/dnetlib/transform/dateISO"
xmlns:oaf="http://namespace.openaire.eu/oaf"
xmlns:oai="http://www.openarchives.org/OAI/2.0/"
xmlns:datacite="http://datacite.org/schema/kernel-4"
xmlns:dri="http://www.driver-repository.eu/namespace/dri"
xmlns:xs="http://www.w3.org/2001/XMLSchema"
xmlns:dr="http://www.driver-repository.eu/namespace/dr"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xmlns:dc="http://purl.org/dc/elements/1.1/"
exclude-result-prefixes="xsl vocabulary dateCleaner" version="2.0">
<xsl:param name="varOfficialName" />
<xsl:param name="varDataSourceId" />
<xsl:param name="varFP7" select="'corda_______::'" />
<xsl:param name="varH2020" select="'corda__h2020::'" />
<xsl:param name="repoCode"
select="substring-before(//*[local-name() = 'header']/*[local-name()='recordIdentifier'], ':')" />
<xsl:param name="index" select="0" />
<xsl:param name="transDate" select="current-dateTime()" />
<xsl:template match="/">
<record>
<xsl:apply-templates select="//*[local-name() = 'header']" />
<metadata>
<xsl:call-template name="allElements">
<xsl:with-param name="sourceElement" select="//dc:title" />
<xsl:with-param name="targetElement" select="'dc:title'" />
</xsl:call-template>
<xsl:call-template name="allElements">
<xsl:with-param name="sourceElement" select="//dc:creator/replace(., '^(.*)\|.*$', '$1')" />
<xsl:with-param name="targetElement" select="'dc:creator'" />
</xsl:call-template>
<xsl:call-template name="allElements">
<xsl:with-param name="sourceElement" select="//dc:contributor" />
<xsl:with-param name="targetElement" select="'dc:contributor'" />
</xsl:call-template>
<xsl:call-template name="allElements">
<xsl:with-param name="sourceElement" select="//dc:description" />
<xsl:with-param name="targetElement" select="'dc:description'" />
</xsl:call-template>
<xsl:call-template name="allElements">
<xsl:with-param name="sourceElement" select="//dc:subject" />
<xsl:with-param name="targetElement" select="'dc:subject'" />
</xsl:call-template>
<xsl:call-template name="allElements">
<xsl:with-param name="sourceElement" select="//dc:publisher" />
<xsl:with-param name="targetElement" select="'dc:publisher'" />
</xsl:call-template>
<xsl:call-template name="allElements">
<xsl:with-param name="sourceElement" select="//dc:format" />
<xsl:with-param name="targetElement" select="'dc:format'" />
</xsl:call-template>
<xsl:call-template name="allElements">
<xsl:with-param name="sourceElement" select="//dc:type" />
<xsl:with-param name="targetElement" select="'dc:type'" />
</xsl:call-template>
<xsl:call-template name="allElements">
<xsl:with-param name="sourceElement" select="//dc:source" />
<xsl:with-param name="targetElement" select="'dc:source'" />
</xsl:call-template>
<dc:language>
<xsl:value-of select="vocabulary:clean( //dc:language, 'dnet:languages')" />
</dc:language>
<xsl:call-template name="allElements">
<xsl:with-param name="sourceElement" select="//dc:rights" />
<xsl:with-param name="targetElement" select="'dc:rights'" />
</xsl:call-template>
<xsl:call-template name="allElements">
<xsl:with-param name="sourceElement" select="//dc:relation[not(starts-with(.,'info:cnr-pdr'))]" />
<xsl:with-param name="targetElement" select="'dc:relation'" />
</xsl:call-template>
<xsl:call-template name="allElements">
<xsl:with-param name="sourceElement" select="//dc:identifier[starts-with(., 'http')]" />
<xsl:with-param name="targetElement" select="'dc:identifier'" />
</xsl:call-template>
<xsl:for-each select="//dc:relation">
<xsl:if test="matches(normalize-space(.), '(info:eu-repo/grantagreement/ec/fp7/)(\d\d\d\d\d\d)(.*)', 'i')">
<oaf:projectid>
<xsl:value-of select="concat($varFP7, replace(normalize-space(.), '(info:eu-repo/grantagreement/ec/fp7/)(\d\d\d\d\d\d)(.*)', '$2', 'i'))" />
</oaf:projectid>
</xsl:if>
<xsl:if test="matches(normalize-space(.), '(info:eu-repo/grantagreement/ec/h2020/)(\d\d\d\d\d\d)(.*)', 'i')">
<oaf:projectid>
<xsl:value-of select="concat($varH2020, replace(normalize-space(.), '(info:eu-repo/grantagreement/ec/h2020/)(\d\d\d\d\d\d)(.*)', '$2', 'i'))" />
</oaf:projectid>
</xsl:if>
</xsl:for-each>
<oaf:accessrights>
<xsl:value-of select="vocabulary:clean( //dc:rights, 'dnet:access_modes')" />
</oaf:accessrights>
<xsl:variable name="varCobjCategory" select="vocabulary:clean( //dc:type, 'dnet:publication_resource')" />
<xsl:variable name="varSuperType" select="vocabulary:clean( $varCobjCategory, 'dnet:result_typologies')" />
<dr:CobjCategory type="{$varSuperType}"><xsl:value-of select="$varCobjCategory" /></dr:CobjCategory>
<xsl:variable name="varRefereedConvt" select="for $i in (//dc:type, //dc:description, //oai:setSpec) return vocabulary:clean( normalize-space($i), 'dnet:review_levels')" />
<xsl:variable name="varRefereedIdntf" select="(//*[string(node-name(.)) = 'dc:identifier' and matches(lower-case(.), '(^|.*[\.\-_/\s\(\)%\d#])pre[\.\-_/\s\(\)%\d#]?prints?([\.\-_/\s\(\)%\d#].*)?$')][count(//dc:identifier) = 1]/'0002', //*[string(node-name(.)) = 'dc:identifier' and matches(lower-case(.), '(^|.*[\.\-_/\s\(\)%\d#])refereed([\.\-_/\s\(\)\d%\d#].*)?$')]/'0001', //*[string(node-name(.)) = 'dc:identifier' and matches(lower-case(.), '.*-peer-reviewed-(fulltext-)?article-.*')]/'0001')" />
<xsl:variable name="varRefereedSourc" select="//*[string(node-name(.)) = ('dc:source', 'dc:publisher') and matches(lower-case(.), '^(.*\s)?pre[\s\-_]*prints?([\s\.,].*)?$')]/'0002'" />
<xsl:variable name="varRefereedDescr" select="(//dc:description[matches(lower-case(.), '.*(this\s*book|this\s*volume|it)\s*constitutes\s*the\s*(thoroughly\s*)?refereed') or matches(lower-case(.), '.*peer[\.\-_/\s\(\)]?review\s*under\s*responsibility\s*of.*') or matches(lower-case(.), '(this|a)\s*(article|preprint)\s*(has\s*been\s*)?(peer[\-\s]*)?reviewed\s*and\s*recommended\s*by\s*peer[\-\s]*community')]/'0001', //dc:description[matches(., '^version\s*(préliminaire.*|preliminary.*|0$)')]/'0002')" />
<xsl:variable name="varRefereedTitle" select="(//dc:title[matches(lower-case(.), '.*\[.*peer[\s\-\._]*review\s*:.*\]\s*$')]/'0001', //dc:title[matches(lower-case(.), '.*\(\s*pre[\s\-\._]*prints?\s*\)\s*$')]/'0002')" />
<xsl:variable name="varRefereedSubjt" select="(//dc:subject[matches(lower-case(.), '^\s*refereed\s*$')][//oaf:datasourceprefix = 'narcis______']/'0001', //dc:subject[matches(lower-case(.), '^\s*no[nt].{0,3}refereed\s*$')][//oaf:datasourceprefix = 'narcis______']/'0002')" />
<xsl:variable name="varRefereed" select="($varRefereedConvt, $varRefereedIdntf, $varRefereedSourc, $varRefereedDescr, $varRefereedTitle, $varRefereedSubjt)" />
<xsl:choose>
<xsl:when test="count($varRefereed[. = '0001']) &gt; 0">
<oaf:refereed>
<xsl:value-of select="'0001'" />
</oaf:refereed>
</xsl:when>
<xsl:when test="count($varRefereed[. = '0002']) &gt; 0">
<oaf:refereed>
<xsl:value-of select="'0002'" />
</oaf:refereed>
</xsl:when>
</xsl:choose>
<oaf:dateAccepted>
<xsl:value-of select="dateCleaner:dateISO( //dc:date[1] )" />
</oaf:dateAccepted>
<xsl:if test="//dc:relation[starts-with(., 'http')] and //dc:rights[.='info:eu-repo/semantics/openAccess']">
<oaf:fulltext>
<xsl:value-of select="//dc:relation[starts-with(., 'http')]" />
</oaf:fulltext>
</xsl:if>
<oaf:hostedBy name="{$varOfficialName}" id="{$varDataSourceId}" />
<oaf:collectedFrom name="{$varOfficialName}" id="{$varDataSourceId}ß" />
<xsl:variable name="varKnownFileEndings" select="('.bmp', '.doc', '.docx', '.epub', '.flv', '.jpeg', '.jpg', '.m4v', '.mp4', '.mpg', '.odp', '.pdf', '.png', '.ppt', '.tiv', '.txt', '.xls', '.xlsx', '.zip')" />
<xsl:variable name="varIdDoi" select="distinct-values((//dc:identifier[starts-with(., '10.')][matches(., '(10[.][0-9]{4,}[^\s/&gt;]*/[^\s&gt;]+)')], //dc:identifier[starts-with(., 'http') and (contains(., '://dx.doi.org/10.') or contains(., '://doi.org/10.'))]/substring-after(., 'doi.org/'), //dc:identifier[starts-with(lower-case(.), 'doi:10.')]/substring-after(lower-case(.), 'doi:')))" />
<xsl:for-each select="$varIdDoi">
<oaf:identifier identifierType="doi">
<xsl:value-of select="." />
</oaf:identifier>
</xsl:for-each>
<xsl:variable name="varIdHdl" select="distinct-values(//dc:identifier[starts-with(., 'http') and contains(., '://hdl.handle.net/')]/substring-after(., 'hdl.handle.net/'))" />
<xsl:for-each select="$varIdHdl" >
<oaf:identifier identifierType="handle">
<xsl:value-of select="." />
</oaf:identifier>
</xsl:for-each>
<xsl:variable name="varIdUrn" select="distinct-values(//dc:identifier[starts-with(., 'urn:nbn:nl:') or starts-with(., 'URN:NBN:NL:')])" />
<xsl:for-each select="$varIdUrn">
<oaf:identifier identifierType="urn">
<xsl:value-of select="." />
</oaf:identifier>
</xsl:for-each>
<xsl:variable name="varOrigBaseUrl" select="//*[local-name() = 'about']/*[local-name() = 'provenance']//*[local-name() = 'originDescription' and not(./*[local-name() = 'originDescription'])]/*[local-name() = 'baseURL']" />
<xsl:variable name="varIdLdpg" select="distinct-values(//dc:identifier[(contains(substring-after(., '://'), '/') and contains($varOrigBaseUrl, substring-before(substring-after(., '://'), '/'))) or (contains(substring-after(., '://'), ':') and contains($varOrigBaseUrl, substring-before(substring-after(., '://'), ':')))][not(replace(lower-case(.), '.*(\.[a-z]*)$', '$1') = $varKnownFileEndings)])" />
<xsl:for-each select="$varIdLdpg">
<oaf:identifier identifierType="landingPage">
<xsl:value-of select="." />
</oaf:identifier>
</xsl:for-each>
<xsl:variable name="varIdUrl" select="distinct-values(//dc:identifier[starts-with(., 'http')][not(contains(., '://dx.doi.org/') or contains(., '://doi.org/') or contains(., '://hdl.handle.net/'))][count(index-of($varIdLdpg, .)) = 0])" />
<xsl:for-each select="$varIdUrl">
<oaf:identifier identifierType="url">
<xsl:value-of select="." />
</oaf:identifier>
</xsl:for-each>
<xsl:for-each select="//oai:setSpec">
<xsl:variable name="rorDsId" select="vocabulary:clean(., 'cnr:institutes')" />
<xsl:if test="contains($rorDsId, '/ror.org/')">
<oaf:relation relType="resultOrganization" subRelType="affiliation" relClass="hasAuthorInstitution">
<xsl:value-of select="concat('ror_________::', $rorDsId)" />
</oaf:relation>
</xsl:if>
</xsl:for-each>
</metadata>
<xsl:copy-of select="//*[local-name() = 'about']" />
</record>
</xsl:template>
<xsl:template name="allElements">
<xsl:param name="sourceElement" />
<xsl:param name="targetElement" />
<xsl:for-each select="$sourceElement">
<xsl:element name="{$targetElement}">
<xsl:value-of select="normalize-space(.)" />
</xsl:element>
</xsl:for-each>
</xsl:template>
<xsl:template match="//*[local-name() = 'header']">
<xsl:copy>
<xsl:apply-templates select="node()|@*" />
<xsl:element name="dr:dateOfTransformation">
<xsl:value-of select="$transDate" />
</xsl:element>
</xsl:copy>
</xsl:template>
<xsl:template match="node()|@*">
<xsl:copy>
<xsl:apply-templates select="node()|@*" />
</xsl:copy>
</xsl:template>
</xsl:stylesheet>

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@ -0,0 +1,57 @@
<?xml version="1.0" encoding="UTF-8"?>
<record xmlns="http://www.openarchives.org/OAI/2.0/">
<header>
<identifier><![CDATA[oai:it.cnr:prodotti:433382]]></identifier>
<datestamp><![CDATA[2020-11-30T15:32:03Z]]></datestamp>
<setSpec><![CDATA[openaire]]></setSpec>
<setSpec><![CDATA[CDS027]]></setSpec>
<setSpec><![CDATA[CDS080]]></setSpec>
</header>
<metadata>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
<dc:type><![CDATA[info:eu-repo/semantics/conferenceObject]]></dc:type>
<dc:type><![CDATA[Presentazione]]></dc:type>
<dc:title><![CDATA[A multiscale observing approach for understanding acidification process in a marginal sea (northern Adriatic)]]></dc:title>
<dc:creator><![CDATA[Cantoni C.]]></dc:creator>
<dc:creator><![CDATA[Barba L.]]></dc:creator>
<dc:creator><![CDATA[Bastianini M.]]></dc:creator>
<dc:creator><![CDATA[Bortoluzzi G.]]></dc:creator>
<dc:creator><![CDATA[Celio M.]]></dc:creator>
<dc:creator><![CDATA[Chiggiato J.]]></dc:creator>
<dc:creator><![CDATA[Cozzi S.]]></dc:creator>
<dc:creator><![CDATA[Luchetta A.]]></dc:creator>
<dc:creator><![CDATA[Ravaioli M.]]></dc:creator>
<dc:creator><![CDATA[Sparnocchia S.]]></dc:creator>
<dc:language><![CDATA[eng]]></dc:language>
<dc:description><![CDATA[The Northern Adriatic is a shallow, semi-enclosed industrialized sub-basin of the Mediterranean affected by significant ecosystem
changes, which are studied through several research activities including the long-term monitoring of ILTER international network.
Changes of pHT (-0.06) and TA (+74 ?mol/kg) in dense winter waters over the last 25 years already showed that this area is prone to
acidification process under a complex inorganic carbon chemistry variability. To understand these changes, monthly sampling of the
main biogeochemical and biological parameters has been carrying out since 2008 by a fixed station (PALOMA, Gulf of Trieste). In 2013
the site has been implemented with continuous pCO2 measurements at 3 m depth and has been regularly visiting during basin wide
surveys for the last two years. The combination of automated in situ measurements, monthly samplings and basin scale
oceanographic cruises is used to better understand the processes controlling air-sea CO2 fluxes and inorganic carbon chemistry under
three different scenarios: an extreme event of dense water formation, the phytoplankton blooms associated with riverine inputs and
the late-summer marked oxygen under saturation in the deeper waters.]]></dc:description>
<dc:source><![CDATA[ASLO - Aquatic Sciences Meeting, Granada, Spagna, 22-27/02/2015]]></dc:source>
<dc:source><![CDATA[info:cnr-pdr/source/autori:Cantoni C., Barba L., Bastianini M., Bortoluzzi G., Celio M., Chiggiato J., Cozzi S., Luchetta A., Ravaioli M., Sparnocchia S./congresso_nome:ASLO - Aquatic Sciences Meeting/congresso_luogo:Granada, Spagna/congresso_data:22-27%2F02%2F2015/anno:2015/pagina_da:/pagina_a:/intervallo_pagine:]]></dc:source>
<dc:date><![CDATA[2015]]></dc:date>
<dc:identifier><![CDATA[http://www.cnr.it/prodotto/i/433382]]></dc:identifier>
<dc:identifier><![CDATA[https://publications.cnr.it/doc/433382]]></dc:identifier>
<dc:identifier><![CDATA[http://sgmeet.com/aslo/granada2015/]]></dc:identifier>
<dc:relation><![CDATA[info:eu-repo/grantAgreement/EC/FP7/211574//Integrated Carbon Observation System/ICOS]]></dc:relation>
<dc:relation><![CDATA[info:cnr-pdr/author/matricola:502/SPARNOCCHIA/STEFANIA]]></dc:relation>
<dc:relation><![CDATA[info:cnr-pdr/author/matricola:990/BASTIANINI/MAURO]]></dc:relation>
<dc:relation><![CDATA[info:cnr-pdr/author/matricola:5185/BARBA/LUISA]]></dc:relation>
<dc:relation><![CDATA[info:cnr-pdr/author/matricola:5453/COZZI/STEFANO]]></dc:relation>
<dc:relation><![CDATA[info:cnr-pdr/author/matricola:12491/LUCHETTA/ANNA]]></dc:relation>
<dc:relation><![CDATA[info:cnr-pdr/author/matricola:12837/CANTONI/CAROLINA]]></dc:relation>
<dc:relation><![CDATA[info:cnr-pdr/author/matricola:18161/RAVAIOLI/MARIANGELA]]></dc:relation>
<dc:rights><![CDATA[info:eu-repo/semantics/openAccess]]></dc:rights>
<dc:subject><![CDATA[ocean acidification]]></dc:subject>
<dc:subject><![CDATA[Northern Adriatic Sea]]></dc:subject>
<dc:subject><![CDATA[inorganic carbon system]]></dc:subject>
<dc:subject><![CDATA[PALOMA]]></dc:subject>
</oai_dc:dc>
</metadata>
</record>

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@ -1232,4 +1232,268 @@ dnet:review_levels @=@ 0001 @=@ 印刷物/電子媒体-学術雑誌論文(査
dnet:review_levels @=@ 0001 @=@ 印刷物/電子媒体-紀要論文(査読有り)
dnet:review_levels @=@ 0001 @=@ 印刷物/電子媒体-雑誌記事(査読有り)
dnet:review_levels @=@ 0001 @=@ 原著論文(査読有り)
dnet:review_levels @=@ 0001 @=@ 査読論文
dnet:review_levels @=@ 0001 @=@ 査読論文
cnr:institutes @=@ https://ror.org/00brf2d87 @=@ CDS001
cnr:institutes @=@ https://ror.org/00brf2d87 @=@ IDASC - Istituto di Acustica e Sensoristica \"Orso Mario Corbino\"
cnr:institutes @=@ https://ror.org/006qkqr45 @=@ CDS002
cnr:institutes @=@ https://ror.org/006qkqr45 @=@ IAMC - Istituto per l'ambiente marino costiero
cnr:institutes @=@ https://ror.org/054ye0e45 @=@ CDS003
cnr:institutes @=@ https://ror.org/054ye0e45 @=@ IASI - Istituto di analisi dei sistemi ed informatica \"Antonio Ruberti\"
cnr:institutes @=@ https://ror.org/00ygy3d85 @=@ CDS004
cnr:institutes @=@ https://ror.org/00ygy3d85 @=@ IAC - Istituto per le applicazioni del calcolo \"Mauro Picone\"
cnr:institutes @=@ https://ror.org/000sy1f36 @=@ CDS005
cnr:institutes @=@ https://ror.org/000sy1f36 @=@ IASF - Istituto di astrofisica spaziale e fisica cosmica
cnr:institutes @=@ https://ror.org/00x5wpm25 @=@ CDS006
cnr:institutes @=@ https://ror.org/00x5wpm25 @=@ IBAM - Istituto per i beni archeologici e monumentali
cnr:institutes @=@ https://ror.org/03eqeqg74 @=@ CDS007
cnr:institutes @=@ https://ror.org/03eqeqg74 @=@ IBP - Istituto di biochimica delle proteine
cnr:institutes @=@ https://ror.org/041xzk838 @=@ CDS008
cnr:institutes @=@ https://ror.org/041xzk838 @=@ IBF - Istituto di biofisica
cnr:institutes @=@ https://ror.org/00s2j5046 @=@ CDS009
cnr:institutes @=@ https://ror.org/00s2j5046 @=@ IBFM - Istituto di bioimmagini e fisiologia molecolare
cnr:institutes @=@ __CDS010__ @=@ CDS010
cnr:institutes @=@ __CDS010__ @=@ IBAF - Istituto di biologia agro-ambientale e forestale
cnr:institutes @=@ __CDS011__ @=@ CDS011
cnr:institutes @=@ __CDS011__ @=@ IBC - Istituto di biologia cellulare
cnr:institutes @=@ https://ror.org/02e5sbe24 @=@ CDS012
cnr:institutes @=@ https://ror.org/02e5sbe24 @=@ IBBA - Istituto di biologia e biotecnologia agraria
cnr:institutes @=@ https://ror.org/01nyatq71 @=@ CDS013
cnr:institutes @=@ https://ror.org/01nyatq71 @=@ IBPM - Istituto di biologia e patologia molecolari
cnr:institutes @=@ https://ror.org/01dy2q607 @=@ CDS014
cnr:institutes @=@ https://ror.org/01dy2q607 @=@ IBIM - Istituto di biomedicina e di immunologia molecolare \"Alberto Monroy\"
cnr:institutes @=@ https://ror.org/05nzf7q96 @=@ CDS015
cnr:institutes @=@ https://ror.org/05nzf7q96 @=@ IBIOM - Istituto di Biomembrane, Bioenergetica e Biotecnologie Molecolari
cnr:institutes @=@ https://ror.org/05m1yqp60 @=@ CDS016
cnr:institutes @=@ https://ror.org/05m1yqp60 @=@ IBIMET - Istituto di biometeorologia
cnr:institutes @=@ https://ror.org/03rqtqb02 @=@ CDS017
cnr:institutes @=@ https://ror.org/03rqtqb02 @=@ IBB - Istituto di biostrutture e bioimmagini
cnr:institutes @=@ https://ror.org/04r5fge26 @=@ CDS018
cnr:institutes @=@ https://ror.org/04r5fge26 @=@ ICAR - Istituto di calcolo e reti ad alte prestazioni
cnr:institutes @=@ https://ror.org/03wyf0g15 @=@ CDS019
cnr:institutes @=@ https://ror.org/03wyf0g15 @=@ ICB - Istituto di chimica biomolecolare
cnr:institutes @=@ https://ror.org/02fkw1114 @=@ CDS020
cnr:institutes @=@ https://ror.org/02fkw1114 @=@ ICCOM - Istituto di chimica dei composti organo metallici
cnr:institutes @=@ https://ror.org/0141vn777 @=@ CDS021
cnr:institutes @=@ https://ror.org/0141vn777 @=@ ICRM - Istituto di chimica del riconoscimento molecolare
cnr:institutes @=@ __CDS022__ @=@ CDS022
cnr:institutes @=@ __CDS022__ @=@ ICTP - Istituto di chimica e tecnologia dei polimeri
cnr:institutes @=@ __CDS023__ @=@ CDS023
cnr:institutes @=@ __CDS023__ @=@ ICIS - Istituto di chimica inorganica e delle superfici
cnr:institutes @=@ https://ror.org/00be3zh53 @=@ CDS024
cnr:institutes @=@ https://ror.org/00be3zh53 @=@ ISASI - Istituto di Scienze Applicate e Sistemi Intelligenti \"Eduardo Caianiello\"
cnr:institutes @=@ __CDS025__ @=@ CDS025
cnr:institutes @=@ __CDS025__ @=@ ICEVO - Istituto di Studi sulle Civiltà dell'Egeo e del Vicino Oriente
cnr:institutes @=@ https://ror.org/02ynrme92 @=@ CDS026
cnr:institutes @=@ https://ror.org/02ynrme92 @=@ ICVBC - Istituto per la conservazione e valorizzazione dei beni culturali
cnr:institutes @=@ https://ror.org/05wba8r86 @=@ CDS027
cnr:institutes @=@ https://ror.org/05wba8r86 @=@ IC - Istituto di cristallografia
cnr:institutes @=@ https://ror.org/03z58xd74 @=@ CDS028
cnr:institutes @=@ https://ror.org/03z58xd74 @=@ IDPA - Istituto per la dinamica dei processi ambientali
cnr:institutes @=@ https://ror.org/00n4jbh84 @=@ CDS029
cnr:institutes @=@ https://ror.org/00n4jbh84 @=@ IEIIT - Istituto di elettronica e di ingegneria dell'informazione e delle telecomunicazioni
cnr:institutes @=@ https://ror.org/04sn06036 @=@ CDS030
cnr:institutes @=@ https://ror.org/04sn06036 @=@ IEOS - Istituto per l'endocrinologia e l'oncologia \"Gaetano Salvatore\"
cnr:institutes @=@ https://ror.org/01rg40y89 @=@ CDS031
cnr:institutes @=@ https://ror.org/01rg40y89 @=@ ICMATE - Istituto di Chimica della Materia Condensata e di Tecnologie per l'Energia
cnr:institutes @=@ https://ror.org/00dqega85 @=@ CDS032
cnr:institutes @=@ https://ror.org/00dqega85 @=@ IFAC - Istituto di fisica applicata \"Nello Carrara\"
cnr:institutes @=@ https://ror.org/02n2bgz18 @=@ CDS033
cnr:institutes @=@ https://ror.org/02n2bgz18 @=@ IFP - Istituto di fisica del plasma \"Piero Caldirola\"
cnr:institutes @=@ __CDS034__ @=@ CDS034
cnr:institutes @=@ __CDS034__ @=@ IFSI - Istituto di fisica dello spazio interplanetario
cnr:institutes @=@ https://ror.org/01kdj2848 @=@ CDS035
cnr:institutes @=@ https://ror.org/01kdj2848 @=@ IFC - Istituto di fisiologia clinica
cnr:institutes @=@ https://ror.org/049ebw417 @=@ CDS036
cnr:institutes @=@ https://ror.org/049ebw417 @=@ IFN - Istituto di fotonica e nanotecnologie
cnr:institutes @=@ https://ror.org/01f5tnx94 @=@ CDS037
cnr:institutes @=@ https://ror.org/01f5tnx94 @=@ IGI - Istituto gas ionizzati
cnr:institutes @=@ __CDS038__ @=@ CDS038
cnr:institutes @=@ __CDS038__ @=@ IGP - Istituto di genetica delle popolazioni
cnr:institutes @=@ https://ror.org/04hadk112 @=@ CDS039
cnr:institutes @=@ https://ror.org/04hadk112 @=@ IGB - Istituto di genetica e biofisica \"Adriano Buzzati Traverso\"
cnr:institutes @=@ https://ror.org/03qpd8w66 @=@ CDS040
cnr:institutes @=@ https://ror.org/03qpd8w66 @=@ IGM - Istituto di genetica molecolare \"Luigi Luca Cavalli Sforza\"
cnr:institutes @=@ https://ror.org/01gtsa866 @=@ CDS041
cnr:institutes @=@ https://ror.org/01gtsa866 @=@ IBBR - Istituto di Bioscienze e Biorisorse
cnr:institutes @=@ https://ror.org/00ytw6m58 @=@ CDS042
cnr:institutes @=@ https://ror.org/00ytw6m58 @=@ IGAG - Istituto di geologia ambientale e geoingegneria
cnr:institutes @=@ https://ror.org/015bmra78 @=@ CDS043
cnr:institutes @=@ https://ror.org/015bmra78 @=@ IGG - Istituto di geoscienze e georisorse
cnr:institutes @=@ https://ror.org/02gdcn153 @=@ CDS044
cnr:institutes @=@ https://ror.org/02gdcn153 @=@ IIT - Istituto di informatica e telematica
cnr:institutes @=@ __CDS045__ @=@ CDS045
cnr:institutes @=@ __CDS045__ @=@ ISIB - Istituto di ingegneria biomedica
cnr:institutes @=@ https://ror.org/05hky6p02 @=@ CDS046
cnr:institutes @=@ https://ror.org/05hky6p02 @=@ IIA - Istituto sull'inquinamento atmosferico
cnr:institutes @=@ https://ror.org/011n2hw53 @=@ CDS047
cnr:institutes @=@ https://ror.org/011n2hw53 @=@ ILIESI - Istituto per il lessico intellettuale europeo e storia delle idee
cnr:institutes @=@ https://ror.org/028g3pe33 @=@ CDS048
cnr:institutes @=@ https://ror.org/028g3pe33 @=@ ILC - Istituto di linguistica computazionale \"Antonio Zampolli\"
cnr:institutes @=@ __CDS049__ @=@ CDS049
cnr:institutes @=@ __CDS049__ @=@ IMAMOTER - Istituto per le macchine agricole e movimento terra
cnr:institutes @=@ https://ror.org/03m0n3c07 @=@ CDS050
cnr:institutes @=@ https://ror.org/03m0n3c07 @=@ IMATI - Istituto di matematica applicata e tecnologie informatiche \"Enrico Magenes\"
cnr:institutes @=@ __CDS051__ @=@ CDS051
cnr:institutes @=@ __CDS051__ @=@ IMCB - Istituto per i materiali compositi e biomedici
cnr:institutes @=@ https://ror.org/00z8ws214 @=@ CDS052
cnr:institutes @=@ https://ror.org/00z8ws214 @=@ IMEM - Istituto dei materiali per l'elettronica ed il magnetismo
cnr:institutes @=@ __CDS053__ @=@ CDS053
cnr:institutes @=@ __CDS053__ @=@ ISB - Istituto per i Sistemi Biologici
cnr:institutes @=@ https://ror.org/00bc51d88 @=@ CDS054
cnr:institutes @=@ https://ror.org/00bc51d88 @=@ NANOTEC - Istituto di Nanotecnologia
cnr:institutes @=@ https://ror.org/024ye7w89 @=@ CDS055
cnr:institutes @=@ https://ror.org/024ye7w89 @=@ IMAA - Istituto di metodologie per l'analisi ambientale
cnr:institutes @=@ __CDS056__ @=@ CDS056
cnr:institutes @=@ __CDS056__ @=@ IMGC - Istituto di metrologia \"Gustavo Colonnetti\"
cnr:institutes @=@ https://ror.org/05vk2g845 @=@ CDS057
cnr:institutes @=@ https://ror.org/05vk2g845 @=@ IMM - Istituto per la microelettronica e microsistemi
cnr:institutes @=@ https://ror.org/02qwy8e97 @=@ CDS058
cnr:institutes @=@ https://ror.org/02qwy8e97 @=@ IM - Istituto motori
cnr:institutes @=@ __CDS059__ @=@ CDS059
cnr:institutes @=@ __CDS059__ @=@ INMM - Istituto di neurobiologia e medicina molecolare
cnr:institutes @=@ https://ror.org/02dr63s31 @=@ CDS060
cnr:institutes @=@ https://ror.org/02dr63s31 @=@ IRGB - Istituto di Ricerca Genetica e Biomedica
cnr:institutes @=@ https://ror.org/0240rwx68 @=@ CDS061
cnr:institutes @=@ https://ror.org/0240rwx68 @=@ IN - Istituto di neuroscienze
cnr:institutes @=@ https://ror.org/02rzxrg25 @=@ CDS062
cnr:institutes @=@ https://ror.org/02rzxrg25 @=@ OVI - Istituto opera del vocabolario italiano
cnr:institutes @=@ https://ror.org/05patmk97 @=@ CDS063
cnr:institutes @=@ https://ror.org/05patmk97 @=@ IPCF - Istituto per i processi chimico-fisici
cnr:institutes @=@ __CDS064__ @=@ CDS064
cnr:institutes @=@ __CDS064__ @=@ IPP - Istituto per la protezione delle piante
cnr:institutes @=@ https://ror.org/029st3z03 @=@ CDS065
cnr:institutes @=@ https://ror.org/029st3z03 @=@ IRA - Istituto di radioastronomia
cnr:institutes @=@ https://ror.org/0040zx077 @=@ CDS066
cnr:institutes @=@ https://ror.org/0040zx077 @=@ IRPI - Istituto di ricerca per la protezione idrogeologica
cnr:institutes @=@ https://ror.org/044bfsy89 @=@ CDS067
cnr:institutes @=@ https://ror.org/044bfsy89 @=@ IRCRES - Istituto di Ricerca sulla Crescita Economica Sostenibile
cnr:institutes @=@ https://ror.org/01n1ayq61 @=@ CDS068
cnr:institutes @=@ https://ror.org/01n1ayq61 @=@ IRPPS - Istituto di ricerche sulla popolazione e le politiche sociali
cnr:institutes @=@ https://ror.org/02db0kh50 @=@ CDS069
cnr:institutes @=@ https://ror.org/02db0kh50 @=@ IRSA - Istituto di ricerca sulle acque
cnr:institutes @=@ https://ror.org/05813wx75 @=@ CDS070
cnr:institutes @=@ https://ror.org/05813wx75 @=@ IRC - Istituto di ricerche sulla combustione
cnr:institutes @=@ https://ror.org/04vnwke91 @=@ CDS071
cnr:institutes @=@ https://ror.org/04vnwke91 @=@ IRISS - Istituto di Ricerca su Innovazione e Servizi per lo Sviluppo
cnr:institutes @=@ https://ror.org/02wxw4x45 @=@ CDS072
cnr:institutes @=@ https://ror.org/02wxw4x45 @=@ IREA - Istituto per il rilevamento elettromagnetico dell'ambiente
cnr:institutes @=@ https://ror.org/01j6drw72 @=@ CDS073
cnr:institutes @=@ https://ror.org/01j6drw72 @=@ ISTEC - Istituto di scienza e tecnologia dei materiali ceramici
cnr:institutes @=@ https://ror.org/05kacka20 @=@ CDS074
cnr:institutes @=@ https://ror.org/05kacka20 @=@ ISTI - Istituto di scienza e tecnologie dell'informazione \"Alessandro Faedo\"
cnr:institutes @=@ https://ror.org/00n8ttd98 @=@ CDS075
cnr:institutes @=@ https://ror.org/00n8ttd98 @=@ ISAC - Istituto di scienze dell'atmosfera e del clima
cnr:institutes @=@ https://ror.org/0013zhk30 @=@ CDS076
cnr:institutes @=@ https://ror.org/0013zhk30 @=@ ISA - Istituto di Scienze dell'Alimentazione
cnr:institutes @=@ https://ror.org/03x7xkr71 @=@ CDS077
cnr:institutes @=@ https://ror.org/03x7xkr71 @=@ ISPA - Istituto di scienze delle produzioni alimentari
cnr:institutes @=@ https://ror.org/05w9g2j85 @=@ CDS078
cnr:institutes @=@ https://ror.org/05w9g2j85 @=@ ISTC - Istituto di scienze e tecnologie della cognizione
cnr:institutes @=@ https://ror.org/032tyv240 @=@ CDS079
cnr:institutes @=@ https://ror.org/032tyv240 @=@ ISTM - Istituto di scienze e tecnologie molecolari
cnr:institutes @=@ https://ror.org/02hdf6119 @=@ CDS080
cnr:institutes @=@ https://ror.org/02hdf6119 @=@ ISMAR - Istituto di scienze marine
cnr:institutes @=@ https://ror.org/01yg57d71 @=@ CDS081
cnr:institutes @=@ https://ror.org/01yg57d71 @=@ ISN - Istituto di scienze neurologiche
cnr:institutes @=@ https://ror.org/021z1mz76 @=@ CDS082
cnr:institutes @=@ https://ror.org/021z1mz76 @=@ ISOF - Istituto per la sintesi organica e la fotoreattività
cnr:institutes @=@ https://ror.org/01wqae691 @=@ CDS083
cnr:institutes @=@ https://ror.org/01wqae691 @=@ ISPAAM - Istituto per il sistema produzione animale in ambiente Mediterraneo
cnr:institutes @=@ __CDS084__ @=@ CDS084
cnr:institutes @=@ __CDS084__ @=@ ISAFoM - Istituto per i sistemi agricoli e forestali del mediterraneo
cnr:institutes @=@ https://ror.org/00awwz417 @=@ CDS085
cnr:institutes @=@ https://ror.org/00awwz417 @=@ ISPF - Istituto per la storia del pensiero filosofico e scientifico moderno
cnr:institutes @=@ https://ror.org/03a111314 @=@ CDS086
cnr:institutes @=@ https://ror.org/03a111314 @=@ ISEM - Istituto di storia dell'Europa mediterranea
cnr:institutes @=@ https://ror.org/01zz9wh30 @=@ CDS087
cnr:institutes @=@ https://ror.org/01zz9wh30 @=@ ISM - Istituto di struttura della materia
cnr:institutes @=@ https://ror.org/035y5td47 @=@ CDS088
cnr:institutes @=@ https://ror.org/035y5td47 @=@ ISGI - Istituto di studi giuridici internazionali
cnr:institutes @=@ __CDS089__ @=@ CDS089
cnr:institutes @=@ __CDS089__ @=@ ISPRI - Istituto sperimentale di studi socio - economici sull'innovazione e le politiche della ricerca
cnr:institutes @=@ https://ror.org/051t1q308 @=@ CDS090
cnr:institutes @=@ https://ror.org/051t1q308 @=@ ISSIA - Istituto di studi sui sistemi intelligenti per l'automazione
cnr:institutes @=@ https://ror.org/05k3cs357 @=@ CDS091
cnr:institutes @=@ https://ror.org/05k3cs357 @=@ ISSIRFA - Istituto di studi sui sistemi regionali federali e sulle autonomie \"Massimo Severo Giannini\"
cnr:institutes @=@ https://ror.org/02gcxw165 @=@ CDS092
cnr:institutes @=@ https://ror.org/02gcxw165 @=@ ISMA - Istituto di Studi sul Mediterraneo Antico
cnr:institutes @=@ https://ror.org/05db0es39 @=@ CDS093
cnr:institutes @=@ https://ror.org/05db0es39 @=@ ISMed - Istituto di studi sul Mediterraneo
cnr:institutes @=@ https://ror.org/029k6t707 @=@ CDS094
cnr:institutes @=@ https://ror.org/029k6t707 @=@ ISE - Istituto per lo studio degli ecosistemi
cnr:institutes @=@ https://ror.org/00w6r1881 @=@ CDS095
cnr:institutes @=@ https://ror.org/00w6r1881 @=@ ISMN - Istituto per lo studio dei materiali nanostrutturati
cnr:institutes @=@ https://ror.org/01mfmr054 @=@ CDS096
cnr:institutes @=@ https://ror.org/01mfmr054 @=@ ISMAC - Istituto per lo studio delle macromolecole
cnr:institutes @=@ https://ror.org/058nrs650 @=@ CDS097
cnr:institutes @=@ https://ror.org/058nrs650 @=@ ITM - Istituto per la tecnologia delle membrane
cnr:institutes @=@ https://ror.org/0331xj092 @=@ CDS098
cnr:institutes @=@ https://ror.org/0331xj092 @=@ ITABC - Istituto per le tecnologie applicate ai beni culturali
cnr:institutes @=@ https://ror.org/052q58629 @=@ CDS099
cnr:institutes @=@ https://ror.org/052q58629 @=@ ITAE - Istituto di tecnologie avanzate per l'energia \"Nicola Giordano\"
cnr:institutes @=@ https://ror.org/04ehykb85 @=@ CDS100
cnr:institutes @=@ https://ror.org/04ehykb85 @=@ ITB - Istituto di tecnologie biomediche
cnr:institutes @=@ https://ror.org/0221agg28 @=@ CDS101
cnr:institutes @=@ https://ror.org/0221agg28 @=@ ITC - Istituto per le tecnologie della costruzione
cnr:institutes @=@ https://ror.org/02xz4xc25 @=@ CDS102
cnr:institutes @=@ https://ror.org/02xz4xc25 @=@ ITD - Istituto per le tecnologie didattiche
cnr:institutes @=@ __CDS103__ @=@ CDS103
cnr:institutes @=@ __CDS103__ @=@ STIIMA - Istituto di Sistemi e Tecnologie Industriali Intelligenti per il Manifatturiero Avanzato
cnr:institutes @=@ https://ror.org/01as2bh37 @=@ CDS104
cnr:institutes @=@ https://ror.org/01as2bh37 @=@ ITTIG - Istituto di teoria e tecniche dell'informazione giuridica
cnr:institutes @=@ https://ror.org/01y5w6t76 @=@ CDS105
cnr:institutes @=@ https://ror.org/01y5w6t76 @=@ ITOI - Istituto per i trapianti d'organo e immunocitologia
cnr:institutes @=@ https://ror.org/04xy2mq71 @=@ CDS106
cnr:institutes @=@ https://ror.org/04xy2mq71 @=@ IVALSA - Istituto per la valorizzazione del legno e delle specie arboree
cnr:institutes @=@ __CDS107__ @=@ CDS107
cnr:institutes @=@ __CDS107__ @=@ IVV - Istituto di virologia vegetale
cnr:institutes @=@ https://ror.org/013nxtf56 @=@ CDS108
cnr:institutes @=@ https://ror.org/013nxtf56 @=@ IRSIG - Istituto di ricerca sui sistemi giudiziari
cnr:institutes @=@ https://ror.org/05rcgef49 @=@ CDS109
cnr:institutes @=@ https://ror.org/05rcgef49 @=@ ISC - Istituto dei sistemi complessi
cnr:institutes @=@ __CDS110__ @=@ CDS110
cnr:institutes @=@ __CDS110__ @=@ INFM - Centro di responsabilità scientifica INFM
cnr:institutes @=@ https://ror.org/02dp3a879 @=@ CDS111
cnr:institutes @=@ https://ror.org/02dp3a879 @=@ INO - Istituto nazionale di ottica
cnr:institutes @=@ __CDS112__ @=@ CDS112
cnr:institutes @=@ __CDS112__ @=@ IDAIC - Centro di responsabilità di attività scientifica IDAIC
cnr:institutes @=@ https://ror.org/00p03yg71 @=@ CDS113
cnr:institutes @=@ https://ror.org/00p03yg71 @=@ SPIN - Istituto superconduttori, materiali innovativi e dispositivi
cnr:institutes @=@ https://ror.org/00yfw2296 @=@ CDS114
cnr:institutes @=@ https://ror.org/00yfw2296 @=@ IOM - Istituto officina dei materiali
cnr:institutes @=@ https://ror.org/0042e5975 @=@ CDS115
cnr:institutes @=@ https://ror.org/0042e5975 @=@ NANO - Istituto Nanoscienze
cnr:institutes @=@ https://ror.org/03ta8pf33 @=@ CDS116
cnr:institutes @=@ https://ror.org/03ta8pf33 @=@ IFT - Istituto di Farmacologia Traslazionale
cnr:institutes @=@ https://ror.org/040xhth73 @=@ CDS117
cnr:institutes @=@ https://ror.org/040xhth73 @=@ IBCN - Istituto di Biologia Cellulare e Neurobiologia
cnr:institutes @=@ https://ror.org/02qnx8e75 @=@ CDS118
cnr:institutes @=@ https://ror.org/02qnx8e75 @=@ INM - Istituto di iNgegneria del Mare
cnr:institutes @=@ https://ror.org/05nr7xa08 @=@ CDS119
cnr:institutes @=@ https://ror.org/05nr7xa08 @=@ IPCB - Istituto per i Polimeri, Compositi e Biomateriali
cnr:institutes @=@ https://ror.org/008fjbg42 @=@ CDS121
cnr:institutes @=@ https://ror.org/008fjbg42 @=@ IPSP - Istituto per la Protezione Sostenibile delle Piante
cnr:institutes @=@ __CDS122__ @=@ CDS122
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