diff --git a/dhp-workflows/dhp-bulktag/project-default.properties b/dhp-workflows/dhp-bulktag/project-default.properties new file mode 100644 index 000000000..84a56f19f --- /dev/null +++ b/dhp-workflows/dhp-bulktag/project-default.properties @@ -0,0 +1,7 @@ +#sandboxName when not provided explicitly will be generated +sandboxName=${sandboxName} +sandboxDir=/user/${dhp.hadoop.frontend.user.name}/${sandboxName} +workingDir=${sandboxDir}/working_dir +oozie.wf.application.path = ${nameNode}${sandboxDir}/${oozieAppDir} +oozieTopWfApplicationPath = ${oozie.wf.application.path} + diff --git a/dhp-workflows/dhp-bulktag/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob2.java b/dhp-workflows/dhp-bulktag/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob2.java index 3ca22de7c..89106560c 100644 --- a/dhp-workflows/dhp-bulktag/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob2.java +++ b/dhp-workflows/dhp-bulktag/src/main/java/eu/dnetlib/dhp/bulktag/SparkBulkTagJob2.java @@ -1,4 +1,4 @@ -package eu.dnetlib.dhp; +package eu.dnetlib.dhp.bulktag; import static eu.dnetlib.dhp.common.SparkSessionSupport.runWithSparkSession; @@ -28,7 +28,7 @@ public class SparkBulkTagJob2 { String jsonConfiguration = IOUtils.toString( SparkBulkTagJob2.class.getResourceAsStream( - "/eu/dnetlib/dhp/bulktag/input_bulktag_parameters.json")); + "/eu/dnetlib/dhp/bulktag/input_bulkTag_parameters.json")); final ArgumentApplicationParser parser = new ArgumentApplicationParser(jsonConfiguration); diff --git a/dhp-workflows/dhp-bulktag/src/main/java/eu/dnetlib/dhp/community/ResultTagger.java b/dhp-workflows/dhp-bulktag/src/main/java/eu/dnetlib/dhp/community/ResultTagger.java index 4e58bb1a2..8752a4c57 100644 --- a/dhp-workflows/dhp-bulktag/src/main/java/eu/dnetlib/dhp/community/ResultTagger.java +++ b/dhp-workflows/dhp-bulktag/src/main/java/eu/dnetlib/dhp/community/ResultTagger.java @@ -65,13 +65,16 @@ public class ResultTagger implements Serializable { // tagging for Subject final Set subjects = new HashSet<>(); - result.getSubject().stream() - .map(subject -> subject.getValue()) - .filter(StringUtils::isNotBlank) - .map(String::toLowerCase) - .map(String::trim) - .collect(Collectors.toCollection(HashSet::new)) - .forEach(s -> subjects.addAll(conf.getCommunityForSubjectValue(s))); + Optional> oresultsubj = Optional.ofNullable(result.getSubject()); + if (oresultsubj.isPresent()) { + oresultsubj.get().stream() + .map(subject -> subject.getValue()) + .filter(StringUtils::isNotBlank) + .map(String::toLowerCase) + .map(String::trim) + .collect(Collectors.toCollection(HashSet::new)) + .forEach(s -> subjects.addAll(conf.getCommunityForSubjectValue(s))); + } communities.addAll(subjects); @@ -79,32 +82,43 @@ public class ResultTagger implements Serializable { final Set datasources = new HashSet<>(); final Set tmp = new HashSet<>(); - for (Instance i : result.getInstance()) { - tmp.add(StringUtils.substringAfter(i.getCollectedfrom().getKey(), "|")); - tmp.add(StringUtils.substringAfter(i.getHostedby().getKey(), "|")); - } + Optional> oresultinstance = Optional.ofNullable(result.getInstance()); + if (oresultinstance.isPresent()) { + for (Instance i : oresultinstance.get()) { + tmp.add(StringUtils.substringAfter(i.getCollectedfrom().getKey(), "|")); + tmp.add(StringUtils.substringAfter(i.getHostedby().getKey(), "|")); + } - result.getInstance().stream() - .map(i -> new Pair<>(i.getCollectedfrom().getKey(), i.getHostedby().getKey())) - .flatMap(p -> Stream.of(p.getFst(), p.getSnd())) - .map(s -> StringUtils.substringAfter(s, "|")) - .collect(Collectors.toCollection(HashSet::new)) - .forEach(dsId -> datasources.addAll(conf.getCommunityForDatasource(dsId, param))); + oresultinstance.get().stream() + .map(i -> new Pair<>(i.getCollectedfrom().getKey(), i.getHostedby().getKey())) + .flatMap(p -> Stream.of(p.getFst(), p.getSnd())) + .map(s -> StringUtils.substringAfter(s, "|")) + .collect(Collectors.toCollection(HashSet::new)) + .forEach( + dsId -> + datasources.addAll( + conf.getCommunityForDatasource(dsId, param))); + } communities.addAll(datasources); /*Tagging for Zenodo Communities*/ final Set czenodo = new HashSet<>(); - result.getContext().stream() - .filter(c -> c.getId().contains(ZENODO_COMMUNITY_INDICATOR)) - .collect(Collectors.toList()) - .forEach( - c -> - czenodo.addAll( - conf.getCommunityForZenodoCommunityValue( - c.getId() - .substring(c.getId().lastIndexOf("/") + 1) - .trim()))); + + Optional> oresultcontext = Optional.ofNullable(result.getContext()); + if (oresultcontext.isPresent()) { + oresultcontext.get().stream() + .filter(c -> c.getId().contains(ZENODO_COMMUNITY_INDICATOR)) + .collect(Collectors.toList()) + .forEach( + c -> + czenodo.addAll( + conf.getCommunityForZenodoCommunityValue( + c.getId() + .substring( + c.getId().lastIndexOf("/") + 1) + .trim()))); + } communities.addAll(czenodo); diff --git a/dhp-workflows/dhp-bulktag/src/main/resources/eu/dnetlib/dhp/bulktag/oozie_app/workflow.xml b/dhp-workflows/dhp-bulktag/src/main/resources/eu/dnetlib/dhp/bulktag/oozie_app/workflow.xml index 4015843f3..02efeb7ae 100644 --- a/dhp-workflows/dhp-bulktag/src/main/resources/eu/dnetlib/dhp/bulktag/oozie_app/workflow.xml +++ b/dhp-workflows/dhp-bulktag/src/main/resources/eu/dnetlib/dhp/bulktag/oozie_app/workflow.xml @@ -67,8 +67,8 @@ ${nameNode} yarn-cluster cluster - bulkTagging - eu.dnetlib.dhp.SparkBulkTagJob2 + bulkTagging-publication + eu.dnetlib.dhp.bulktag.SparkBulkTagJob2 dhp-bulktag-${projectVersion}.jar --num-executors=${sparkExecutorNumber} @@ -96,8 +96,8 @@ ${nameNode} yarn-cluster cluster - bulkTagging - eu.dnetlib.dhp.SparkBulkTagJob2 + bulkTagging-dataset + eu.dnetlib.dhp.bulktag.SparkBulkTagJob2 dhp-bulktag-${projectVersion}.jar --num-executors=${sparkExecutorNumber} @@ -125,8 +125,8 @@ ${nameNode} yarn-cluster cluster - bulkTagging - eu.dnetlib.dhp.SparkBulkTagJob2 + bulkTagging-orp + eu.dnetlib.dhp.bulktag.SparkBulkTagJob2 dhp-bulktag-${projectVersion}.jar --num-executors=${sparkExecutorNumber} @@ -154,8 +154,8 @@ ${nameNode} yarn-cluster cluster - bulkTagging - eu.dnetlib.dhp.SparkBulkTagJob2 + bulkTagging-software + eu.dnetlib.dhp.bulktag.SparkBulkTagJob2 dhp-bulktag-${projectVersion}.jar --num-executors=${sparkExecutorNumber} diff --git a/dhp-workflows/dhp-bulktag/src/test/java/eu/dnetlib/dhp/BulkTagJobTest.java b/dhp-workflows/dhp-bulktag/src/test/java/eu/dnetlib/dhp/BulkTagJobTest.java index d04504253..e20d87280 100644 --- a/dhp-workflows/dhp-bulktag/src/test/java/eu/dnetlib/dhp/BulkTagJobTest.java +++ b/dhp-workflows/dhp-bulktag/src/test/java/eu/dnetlib/dhp/BulkTagJobTest.java @@ -3,6 +3,7 @@ package eu.dnetlib.dhp; import static eu.dnetlib.dhp.community.TagginConstants.ZENODO_COMMUNITY_INDICATOR; import com.fasterxml.jackson.databind.ObjectMapper; +import eu.dnetlib.dhp.bulktag.SparkBulkTagJob2; import eu.dnetlib.dhp.schema.oaf.Dataset; import eu.dnetlib.dhp.schema.oaf.OtherResearchProduct; import eu.dnetlib.dhp.schema.oaf.Publication; diff --git a/dhp-workflows/dhp-bulktag/src/test/java/eu/dnetlib/dhp/CommunityConfigurationFactoryTest.java b/dhp-workflows/dhp-bulktag/src/test/java/eu/dnetlib/dhp/CommunityConfigurationFactoryTest.java index 4a855bd3a..a04395337 100644 --- a/dhp-workflows/dhp-bulktag/src/test/java/eu/dnetlib/dhp/CommunityConfigurationFactoryTest.java +++ b/dhp-workflows/dhp-bulktag/src/test/java/eu/dnetlib/dhp/CommunityConfigurationFactoryTest.java @@ -141,4 +141,15 @@ public class CommunityConfigurationFactoryTest { System.out.println(cc.toJson()); } + + @Test + public void temporaneo() throws Exception { + String xml = + IOUtils.toString( + getClass() + .getResourceAsStream( + "/eu/dnetlib/dhp/communityconfiguration/tagging_conf.xml")); + final CommunityConfiguration cc = CommunityConfigurationFactory.newInstance(xml); + System.out.println(cc.toJson()); + } } diff --git a/dhp-workflows/dhp-bulktag/src/test/resources/eu/dnetlib/dhp/communityconfiguration/tagging_conf.json b/dhp-workflows/dhp-bulktag/src/test/resources/eu/dnetlib/dhp/communityconfiguration/tagging_conf.json index c150e4386..411a64fed 100644 --- a/dhp-workflows/dhp-bulktag/src/test/resources/eu/dnetlib/dhp/communityconfiguration/tagging_conf.json +++ b/dhp-workflows/dhp-bulktag/src/test/resources/eu/dnetlib/dhp/communityconfiguration/tagging_conf.json @@ -17,4 +17,28 @@ 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rest________::fb1a3d4523c95e63496e3bc7ba36244b - - - - - - neuroinformatics - - - - hbp - - - - from_neuroscience_to_machine_learning - - - - ci2c - - - - opensourcebrain - - - - brainspeak - - - - braincom - - - - nextgenvis - - - - meso-brain - - - - neuroplasticity-workshop - - - - bionics - - - - brainmattrain-676408 - - - - repronim - - - - affectiveneuro - - - - con - - - - lab_neurol_sperim_irfmn_irccs_milano_it - - - - - - - - marine - ocean - fish - aqua - sea - - - - - adriplan - - - - devotes-project - - - - euro-basin - - - - naclim - - - - discardless - - - - assisibf - - - - meece - - - - facts - - - - proeel - - - - aquatrace - - - - myfish - - - - atlas - - - - blue-actionh2020 - - - - sponges - - - - merces_project - - - - bigdataocean - - - - columbus - - - - h2020-aquainvad-ed - - - - aquarius - - - - southern-ocean-observing-system - - - - eawag - - - - mossco - - - - onc - - - - oceanbiogeochemistry - - - - oceanliteracy - - - - openearth - - - - ocean - - - - calcifierraman - - - - bermudabream - - - - brcorp1 - - - - mce - - - - biogeochem - - - - ecc2014 - - - - fisheries - - - - sedinstcjfas - - - - narmada - - - - umr-entropie - - - - farfish2020 - - - - primefish - - - - zf-ilcs - - - - climefish - - - - afrimed_eu - - - - spi-ace - - - - cice-consortium - - - - nemo-ocean - - - - mesopp-h2020 - - - - marxiv - - - - - - - - - - - instruct - - - - west-life - - - - - - - - animal production and health - fisheries and aquaculture - food safety and human nutrition - information management - food technology - agri-food education and extension - natural resources and environment - food system - engineering technology and Research - agriculture - food safety risk assessment - food security - farming practices and systems - plant production and protection - agri-food economics and policy - Agri-food - food distribution - forestry - - - - opendoar____::1a551829d50f1400b0dab21fdd969c04 - - - - opendoar____::49af6c4e558a7569d80eee2e035e2bd7 - - - - opendoar____::0266e33d3f546cb5436a10798e657d97 - - - - opendoar____::fd4c2dc64ccb8496e6f1f94c85f30d06 - - - - opendoar____::41bfd20a38bb1b0bec75acf0845530a7 - - - - opendoar____::87ae6fb631f7c8a627e8e28785d9992d - - - - - - edenis - - - - efsa-pilot - - - - egene3 - - - - efsa-kj - - - - euromixproject - - - - discardless - - - - sedinstcjfst - - - - afinet-kc - - - - 2231-4784 - - - - 2231-0606 - - - - solace - - - - pa17 - - - - smartakis - - - - sedinstcjae - - - - phenology_camera - - - - aginfra - - - - erosa - - - - bigdatagrapes - - - - - - - - - - opendoar____::7e7757b1e12abcb736ab9a754ffb617a - {"criteria":[{"constraint":[{"verb":"contains","field":"contributor","value":"DARIAH"}]}]} - - - opendoar____::96da2f590cd7246bbde0051047b0d6f7 - {"criteria":[{"constraint":[{"verb":"contains","field":"contributor","value":"DARIAH"}]}]} - - - - - dimpo - - - - - - - - Green Transport - City mobility systems - Vulnerable road users - Traffic engineering - Transport electrification - Mobility - Intermodal freight transport - Clean vehicle fleets - Intelligent mobility - Inflight refueling - District mobility systems - Navigation and control systems for optimised planning and routing - European Space Technology Platform - European Transport networks - Green cars - Inter-modality infrastructures - Advanced Take Off and Landing Ideas - Sustainable urban systems - port-area railway networks - Innovative forms of urban transport - Alliance for Logistics Innovation through Collaboration in Europe - Advisory Council for Aeronautics Research in Europe - Mobility services for people and goods - Guidance and traffic management - Passenger mobility - Smart mobility and services - transport innovation - high-speed railway - Vehicle design - Inland shipping - public transportation - aviation’s climate impact - Road transport - On-demand public transport - Personal Air Transport - Transport - transport vulnerability - Pipeline transport - European Association of Aviation Training and Education Organisations - Defrosting of railway infrastructure - Inclusive and affordable transport - River Information Services - jel:L92 - Increased use of public transport - Seamless mobility - STRIA - trolleybus transport - Intelligent Transport System - Low-emission alternative energy for transport - Shared mobility for people and goods - Business model for urban mobility - Interoperability of transport systems - Cross-border train slot booking - Air transport - Transport pricing - Sustainable transport - European Rail Transport Research Advisory Council - Alternative aircraft configurations - Transport and Mobility - Railways applications - urban transport - Environmental impact of transport - urban freight delivery systems - Automated Road Transport - Alternative fuels in public transport - Active LIDAR-sensor for GHG-measurements - Autonomous logistics operations - Rational use of motorised transport - Network and traffic management systems - electrification of railway wagons - Single European Sky - Electrified road systems - transportation planning - Railway dynamics - Motorway of the Sea - smart railway communications - Maritime transport - Environmental- friendly transport - Combined transport - Connected automated driving technology - Innovative freight logistics services - automated and shared vehicles - Alternative Aircraft Systems - Land-use and transport interaction - Public transport system - Business plan for shared mobility - Shared mobility - Growing of mobility demand - European Road Transport Research Advisory Council - WATERBORNE ETP - Effective transport management system - Short Sea Shipping - air traffic management - Sea hubs and the motorways of the sea - Urban mobility solutions - Smart city planning - Maritime spatial planning - EUropean rail Research Network of Excellence - Transport governance - ENERGY CONSUMPTION BY THE TRANSPORT SECTOR - Integrated urban plan - inland waterway services - European Conference of Transport Research Institutes - air vehicles - E-freight - Automated Driving - Automated ships - pricing for cross-border passenger transport - Vehicle efficiency - Railway transport - Electric vehicles - Road traffic monitoring - Deep sea shipping - Circular economy in transport - Traffic congestion - air transport system - Urban logistics - Rail transport - OpenStreetMap - high speed rail - Transportation engineering - Intermodal travel information - Flight Data Recorders - Advanced driver assistance systems - long distance freight transport - Inland waterway transport - Smart mobility - Mobility integration - Personal Rapid Transit system - Safety measures & requirements for roads - Green rail transport - Electrical - Vehicle manufacturing - Future Airport Layout - Rail technologies - European Intermodal Research Advisory Council - inland navigation - Automated urban vehicles - ECSS-standards - Traveller services - Polluting transport - Air Traffic Control - Cooperative and connected and automated transport - Innovative powertrains - Quality of transport system and services - door-to- door logistics chain - Inter-modal aspects of urban mobility - travel (and mobility) - Innovative freight delivery systems - urban freight delivery infrastructures - - - - doajarticles::1c5bdf8fca58937894ad1441cca99b76 - - - - doajarticles::b37a634324a45c821687e6e80e6f53b4 - - - - doajarticles::4bf64f2a104040e4e055cd9594b2d77c - - - - doajarticles::479ca537c12755d1868bbf02938a900c - - - - doajarticles::55f31df96a60e2309f45b7c265fcf7a2 - - - - doajarticles::c52a09891a5301f9986ebbfe3761810c - - - - doajarticles::379807bc7f6c71a227ef1651462c414c - - - - doajarticles::36069db531a00b85a2e8fb301f4bdc19 - - - - doajarticles::b6a898da311ded96fabf49c520b80d5d - - - - doajarticles::d0753d9180b35a271d8b4a31f449749f - - - - doajarticles::172050a92511838393a3fe237ae47e31 - - - - doajarticles::301ed96c62abb160a3e29796efe5c95c - - - - doajarticles::0f4f805b3d842f2c7f1b077c3426fa59 - - - - doajarticles::ba73728b84437b8d48ae287b867c7215 - - - - doajarticles::86faef424d804309ccf45f692523aa48 - - - - doajarticles::73bd758fa41671de70964c3ecba013af - - - - doajarticles::e661fc0bdb24af42b740a08f0ddc6cf4 - - - - doajarticles::a6d3052047d5dbfbd43d95b4afb0f3d7 - - - - doajarticles::ca61df07089acc53a1569bde6673d82a - - - - doajarticles::237dd6f1606600459d0297abd8ed9976 - - - - doajarticles::fba6191177ede7c51ea1cdf58eae7f8b - - - - - - jsdtl - - - - utc-martrec - - - - utc-uti - - - - stp - - - - c2smart - - - - stride-utc - - - - crowd4roads - - - - lemo - - - - imov3d - - - - tra2018 - - - - optimum - - - - stars - - - - iecteim - - - - iccpt2019 - - - - - - - - COVID-19 - Severe acute respiratory syndrome coronavirus 2 - SARS-CoV-2 - COVID19 - 2019 novel coronavirus - coronavirus disease 2019 - HCoV-19 - mesh:C000657245 - 2019-nCoV - coronavirus disease-19 - mesh:COVID-19 - COVID2019 - - - - opendoar____::358aee4cc897452c00244351e4d91f69 - {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"sars-cov-2"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} - - - - re3data_____::7b0ad08687b2c960d5aeef06f811d5e6 - {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} - - - - driver______::bee53aa31dc2cbb538c10c2b65fa5824 - {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} - - - - openaire____::437f4b072b1aa198adcbc35910ff3b98 - {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} - - - - openaire____::081b82f96300b6a6e3d282bad31cb6e2 - {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} - - - - openaire____::9e3be59865b2c1c335d32dae2fe7b254 - {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} - - - - opendoar____::8b6dd7db9af49e67306feb59a8bdc52c - {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} - - - - share_______::4719356ec8d7d55d3feb384ce879ad6c - {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} - - - - share_______::bbd802baad85d1fd440f32a7a3a2c2b1 - {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} - - - - opendoar____::6f4922f45568161a8cdf4ad2299f6d23 - {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, - {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} - - - - re3data_____::7980778c78fb4cf0fab13ce2159030dc - {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]},{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]},{"constraint":[{"verb":"contains","field":"title","value":"2019-nCov"}]}]} - - - re3data_____::978378def740bbf2bfb420de868c460b - {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]},{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]},{"constraint":[{"verb":"contains","field":"title","value":"2019-nCov"}]}]} - - - - - chicago-covid-19 - - - - covid-19-senacyt-panama-sample - - - - covid-19-tx-rct-stats-review - - - - covid_19_senacyt_abc_panama - - - - - - \ No newline at end of file + Result: 2 + + + + + Result: 3 + + + + + Result: 4 + + + + re3data_____::a507cdacc5bbcc08761c92185dee5cab + + + + + + Result: 5 + + + + + rda + + + + + Result: 6 + + SDG13 - Climate action + SDG8 - Decent work and economic growth + SDG15 - Life on land + SDG2 - Zero hunger + SDG17 - Partnerships for the goals + SDG10 - Reduced inequalities + SDG5 - Gender equality + SDG12 - Responsible consumption and production + SDG14 - Life below water + SDG6 - Clean water and sanitation + SDG11 - Sustainable cities and communities + SDG1 - No poverty + SDG3 - Good health and well being + SDG7 - Affordable and clean energy + SDG4 - Quality education + SDG9 - Industry innovation and infrastructure + SDG16 - Peace justice and strong institutions + + + + + Result: 7 + + modern art + monuments + europeana data model + sites + field walking + frescoes + LIDO metadata schema + art history + excavation + Arts and Humanities General + cities + coins + temples + numismatics + lithics + roads + environmental archaeology + digital cultural heritage + archaeological reports + history + CRMba + churches + cultural heritage + archaeological stratigraphy + religious art + buidings + digital humanities + survey + archaeological sites + linguistic studies + bioarchaeology + architectural orders + palaeoanthropology + fine arts + europeana + CIDOC CRM + decorations + classic art + stratigraphy + digital archaeology + intangible cultural heritage + walls + humanities + chapels + CRMtex + Language and Literature + paintings + archaeology + fair data + mosaics + burials + architecture + medieval art + castles + CARARE metadata schema + statues + natural language processing + inscriptions + CRMsci + vaults + contemporary art + Arts and Humanities + CRMarchaeo + pottery + site + architectural + vessels + + + + re3data_____::9ebe127e5f3a0bf401875690f3bb6b81 + + + + doajarticles::c6cd4b532e12868c1d760a8d7cda6815 + + + + doajarticles::a6de4499bb87bf3c01add0a9e2c9ed0b + + + + doajarticles::6eb31d13b12bc06bbac06aef63cf33c9 + + + + doajarticles::0da84e9dfdc8419576169e027baa8028 + + + + re3data_____::84e123776089ce3c7a33db98d9cd15a8 + + + + openaire____::c5502a43e76feab55dd00cf50f519125 + + + + re3data_____::a48f09c562b247a9919acfe195549b47 + + + + opendoar____::97275a23ca44226c9964043c8462be96 + + + + + + storm + + + + crosscult + + + + wholodance_eu + + + + digcur2013 + + + + gravitate + + + + dipp2014 + + + + digitalhumanities + + + + dimpo + + + + adho + + + + chc + + + + wahr + + + + ibe + + + + ariadne + + + + parthenos-hub + + + + parthenos-training + + + + gandhara + + + + cmsouthasia + + + + nilgirihills + + + + shamsa_mustecio + + + + bodhgaya + + + + + Result: 8 + + Stock Assessment + pelagic + Acoustic + Fish farming + Fisheries + Fishermen + maximum sustainable yield + trawler + Fishing vessel + Fisherman + Fishing gear + mackerel + RFMO + Fish Aggregating Device + Bycatch + Fishery + common fisheries policy + Fishing fleet + Aquaculture + + + + doajarticles::8cec81178926caaca531afbd8eb5d64c + + + + doajarticles::0f7a7f30b5400615cae1829f3e743982 + + + + doajarticles::9740f7f5af3e506d2ad2c215cdccd51a + + + + doajarticles::9f3fbaae044fa33cb7069b72935a3254 + + + + doajarticles::cb67f33eb9819f5c624ce0313957f6b3 + + + + doajarticles::e21c97cbb7a209afc75703681c462906 + + + + doajarticles::554cde3be9e5c4588b4c4f9f503120cb + + + + tubitakulakb::11e22f49e65b9fd11d5b144b93861a1b + + + + doajarticles::57c5d3837da943e93b28ec4db82ec7a5 + + + + doajarticles::a186f5ddb8e8c7ecc992ef51cf3315b1 + + + + doajarticles::e21c97cbb7a209afc75703681c462906 + + + + doajarticles::dca64612dfe0963fffc119098a319957 + + + + doajarticles::dd70e44479f0ade25aa106aef3e87a0a + + + + + + discardless + + + + farfish2020 + + + + facts + + + + climefish + + + + proeel + + + + primefish + + + + h2020_vicinaqua + + + + meece + + + + rlsadb + + + + iotc_ctoi + + + + + Result: 9 + + brain mapping + brain imaging + electroencephalography + arterial spin labelling + brain fingerprinting + brain + neuroimaging + Multimodal Brain Image Analysis + fMRI + neuroinformatics + fetal brain + brain ultrasonic imaging + topographic brain mapping + diffusion tensor imaging + computerized knowledge assessment + connectome mapping + brain magnetic resonance imaging + brain abnormalities + + + + re3data_____::5b9bf9171d92df854cf3c520692e9122 + + + + doajarticles::c7d3de67dc77af72f6747157441252ec + + + + re3data_____::8515794670370f49c1d176c399c714f5 + + + + doajarticles::d640648c84b10d425f96f11c3de468f3 + + + + doajarticles::0c0e74daa5d95504eade9c81ebbd5b8a + + + + rest________::fb1a3d4523c95e63496e3bc7ba36244b + + + + + + neuroinformatics + + + + hbp + + + + from_neuroscience_to_machine_learning + + + + ci2c + + + + opensourcebrain + + + + brainspeak + + + + braincom + + + + nextgenvis + + + + meso-brain + + + + neuroplasticity-workshop + + + + bionics + + + + brainmattrain-676408 + + + + repronim + + + + affectiveneuro + + + + con + + + + lab_neurol_sperim_irfmn_irccs_milano_it + + + + + Result: 10 + + marine + ocean + fish + aqua + sea + + + + + adriplan + + + + devotes-project + + + + euro-basin + + + + naclim + + + + discardless + + + + assisibf + + + + meece + + + + facts + + + + proeel + + + + aquatrace + + + + myfish + + + + atlas + + + + blue-actionh2020 + + + + sponges + + + + merces_project + + + + bigdataocean + + + + columbus + + + + h2020-aquainvad-ed + + + + aquarius + + + + southern-ocean-observing-system + + + + eawag + + + + mossco + + + + onc + + + + oceanbiogeochemistry + + + + oceanliteracy + + + + openearth + + + + ocean + + + + calcifierraman + + + + bermudabream + + + + brcorp1 + + + + mce + + + + biogeochem + + + + ecc2014 + + + + fisheries + + + + sedinstcjfas + + + + narmada + + + + umr-entropie + + + + farfish2020 + + + + primefish + + + + zf-ilcs + + + + climefish + + + + afrimed_eu + + + + spi-ace + + + + cice-consortium + + + + nemo-ocean + + + + mesopp-h2020 + + + + marxiv + + + + + Result: 11 + + + + + instruct + + + + west-life + + + + + Result: 12 + + + + + Result: 13 + + animal production and health + fisheries and aquaculture + food safety and human nutrition + information management + food technology + agri-food education and extension + natural resources and environment + food system + engineering technology and Research + agriculture + food safety risk assessment + food security + farming practices and systems + plant production and protection + agri-food economics and policy + Agri-food + food distribution + forestry + + + + opendoar____::1a551829d50f1400b0dab21fdd969c04 + + + + opendoar____::49af6c4e558a7569d80eee2e035e2bd7 + + + + opendoar____::0266e33d3f546cb5436a10798e657d97 + + + + opendoar____::fd4c2dc64ccb8496e6f1f94c85f30d06 + + + + opendoar____::41bfd20a38bb1b0bec75acf0845530a7 + + + + opendoar____::87ae6fb631f7c8a627e8e28785d9992d + + + + + + edenis + + + + efsa-pilot + + + + egene3 + + + + efsa-kj + + + + euromixproject + + + + discardless + + + + sedinstcjfst + + + + afinet-kc + + + + 2231-4784 + + + + 2231-0606 + + + + solace + + + + pa17 + + + + smartakis + + + + sedinstcjae + + + + phenology_camera + + + + aginfra + + + + erosa + + + + bigdatagrapes + + + + + Result: 14 + + + + opendoar____::7e7757b1e12abcb736ab9a754ffb617a + {"criteria":[{"constraint":[{"verb":"contains","field":"contributor","value":"DARIAH"}]}]} + + + opendoar____::96da2f590cd7246bbde0051047b0d6f7 + {"criteria":[{"constraint":[{"verb":"contains","field":"contributor","value":"DARIAH"}]}]} + + + + + dimpo + + + + + Result: 15 + + + + + Result: 16 + + + + + Result: 17 + + Green Transport + City mobility systems + Vulnerable road users + Traffic engineering + Transport electrification + Mobility + Intermodal freight transport + Clean vehicle fleets + Intelligent mobility + Inflight refueling + District mobility systems + Navigation and control systems for optimised planning and routing + European Space Technology Platform + European Transport networks + Green cars + Inter-modality infrastructures + Advanced Take Off and Landing Ideas + Sustainable urban systems + port-area railway networks + Innovative forms of urban transport + Alliance for Logistics Innovation through Collaboration in Europe + Advisory Council for Aeronautics Research in Europe + Mobility services for people and goods + Guidance and traffic management + Passenger mobility + Smart mobility and services + transport innovation + high-speed railway + Vehicle design + Inland shipping + public transportation + aviation’s climate impact + Road transport + On-demand public transport + Personal Air Transport + Transport + transport vulnerability + Pipeline transport + European Association of Aviation Training and Education Organisations + Defrosting of railway infrastructure + Inclusive and affordable transport + River Information Services + jel:L92 + Increased use of public transport + Seamless mobility + STRIA + trolleybus transport + Intelligent Transport System + Low-emission alternative energy for transport + Shared mobility for people and goods + Business model for urban mobility + Interoperability of transport systems + Cross-border train slot booking + Air transport + Transport pricing + Sustainable transport + European Rail Transport Research Advisory Council + Alternative aircraft configurations + Transport and Mobility + Railways applications + urban transport + Environmental impact of transport + urban freight delivery systems + Automated Road Transport + Alternative fuels in public transport + Active LIDAR-sensor for GHG-measurements + Autonomous logistics operations + Rational use of motorised transport + Network and traffic management systems + electrification of railway wagons + Single European Sky + Electrified road systems + transportation planning + Railway dynamics + Motorway of the Sea + smart railway communications + Maritime transport + Environmental- friendly transport + Combined transport + Connected automated driving technology + Innovative freight logistics services + automated and shared vehicles + Alternative Aircraft Systems + Land-use and transport interaction + Public transport system + Business plan for shared mobility + Shared mobility + Growing of mobility demand + European Road Transport Research Advisory Council + WATERBORNE ETP + Effective transport management system + Short Sea Shipping + air traffic management + Sea hubs and the motorways of the sea + Urban mobility solutions + Smart city planning + Maritime spatial planning + EUropean rail Research Network of Excellence + Transport governance + ENERGY CONSUMPTION BY THE TRANSPORT SECTOR + Integrated urban plan + inland waterway services + European Conference of Transport Research Institutes + air vehicles + E-freight + Automated Driving + Automated ships + pricing for cross-border passenger transport + Vehicle efficiency + Railway transport + Electric vehicles + Road traffic monitoring + Deep sea shipping + Circular economy in transport + Traffic congestion + air transport system + Urban logistics + Rail transport + OpenStreetMap + high speed rail + Transportation engineering + Intermodal travel information + Flight Data Recorders + Advanced driver assistance systems + long distance freight transport + Inland waterway transport + Smart mobility + Mobility integration + Personal Rapid Transit system + Safety measures & requirements for roads + Green rail transport + Electrical + Vehicle manufacturing + Future Airport Layout + Rail technologies + European Intermodal Research Advisory Council + inland navigation + Automated urban vehicles + ECSS-standards + Traveller services + Polluting transport + Air Traffic Control + Cooperative and connected and automated transport + Innovative powertrains + Quality of transport system and services + door-to- door logistics chain + Inter-modal aspects of urban mobility + travel (and mobility) + Innovative freight delivery systems + urban freight delivery infrastructures + + + + doajarticles::1c5bdf8fca58937894ad1441cca99b76 + + + + doajarticles::b37a634324a45c821687e6e80e6f53b4 + + + + doajarticles::4bf64f2a104040e4e055cd9594b2d77c + + + + doajarticles::479ca537c12755d1868bbf02938a900c + + + + doajarticles::55f31df96a60e2309f45b7c265fcf7a2 + + + + doajarticles::c52a09891a5301f9986ebbfe3761810c + + + + doajarticles::379807bc7f6c71a227ef1651462c414c + + + + doajarticles::36069db531a00b85a2e8fb301f4bdc19 + + + + doajarticles::b6a898da311ded96fabf49c520b80d5d + + + + doajarticles::d0753d9180b35a271d8b4a31f449749f + + + + doajarticles::172050a92511838393a3fe237ae47e31 + + + + doajarticles::301ed96c62abb160a3e29796efe5c95c + + + + doajarticles::0f4f805b3d842f2c7f1b077c3426fa59 + + + + doajarticles::ba73728b84437b8d48ae287b867c7215 + + + + doajarticles::86faef424d804309ccf45f692523aa48 + + + + doajarticles::73bd758fa41671de70964c3ecba013af + + + + doajarticles::e661fc0bdb24af42b740a08f0ddc6cf4 + + + + doajarticles::a6d3052047d5dbfbd43d95b4afb0f3d7 + + + + doajarticles::ca61df07089acc53a1569bde6673d82a + + + + doajarticles::237dd6f1606600459d0297abd8ed9976 + + + + doajarticles::fba6191177ede7c51ea1cdf58eae7f8b + + + + + + jsdtl + + + + utc-martrec + + + + utc-uti + + + + stp + + + + c2smart + + + + stride-utc + + + + crowd4roads + + + + lemo + + + + imov3d + + + + tra2018 + + + + optimum + + + + stars + + + + iecteim + + + + iccpt2019 + + + + + Result: 18 + + + + + Result: 19 + + + + + Result: 20 + + + + + Result: 21 + + Sustainability-oriented science policy + STI policies + science—society relations + Science & Technology Policy + Innovation policy + science policy + Policy and Law + + + + doajarticles::c6f0ed5fa41e98863e7c73501fe4bd6d + + + + doajarticles::ae4c7286c79590f19fdca670156ce816 + + + + doajarticles::0f664bce92ce953e0c7a92068c46bfb3 + + + + doajarticles::00017183dc4c858fb77541985323a4ef + + + + doajarticles::93b306f458cce3d7aaaf58c0a725f4f9 + + + + doajarticles::9dbf8fbf3e9fe0fe1fc01e55fbd90bfc + + + + doajarticles::a2bda8785c863279bba4b8f34827b4c9 + + + + doajarticles::019a1fcb42c3fea1c1b689df76330b58 + + + + doajarticles::0daa8281938831e9c82bfed8b55a2975 + + + + doajarticles::f67ad6d268162079b3abd51a24468744 + + + + doajarticles::c6f0ed5fa41e98863e7c73501fe4bd6d + + + + doajarticles::ad114356e196a4a3d84dda59c720dacd + + + + doajarticles::01e8a54fdecaaf354c67a2dd74ae7d4f + + + + doajarticles::449305f096b10a9464449ff2d0e10e06 + + + + doajarticles::982c0c0ac378256254cce2fa6572bb6c + + + + doajarticles::49d6ed47138884566ce93cf0ccb12c02 + + + + doajarticles::a98e820dbc2e8ee0fc84ab66f263267c + + + + doajarticles::50b1ce37427b36368f8f0f1317e47f83 + + + + doajarticles::f0ec29b7450b2ac5d0ad45327eeb531a + + + + doajarticles::d8d421d3b0349a7aaa93758b27a54e84 + + + + doajarticles::7ffc35ac5133da01d421ccf8af5b70bc + + + + + + risis + + + + + Result: 22 + + COVID-19 + Severe acute respiratory syndrome coronavirus 2 + SARS-CoV-2 + COVID19 + 2019 novel coronavirus + coronavirus disease 2019 + HCoV-19 + mesh:C000657245 + 2019-nCoV + coronavirus disease-19 + mesh:COVID-19 + COVID2019 + + + + opendoar____::358aee4cc897452c00244351e4d91f69 + {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} + + + + re3data_____::7b0ad08687b2c960d5aeef06f811d5e6 + {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} + + + + driver______::bee53aa31dc2cbb538c10c2b65fa5824 + {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} + + + + openaire____::437f4b072b1aa198adcbc35910ff3b98 + {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} + + + + openaire____::081b82f96300b6a6e3d282bad31cb6e2 + {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} + + + + openaire____::9e3be59865b2c1c335d32dae2fe7b254 + {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} + + + + opendoar____::8b6dd7db9af49e67306feb59a8bdc52c + {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} + + + + share_______::4719356ec8d7d55d3feb384ce879ad6c + {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} + + + + share_______::bbd802baad85d1fd440f32a7a3a2c2b1 + {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} + + + + opendoar____::6f4922f45568161a8cdf4ad2299f6d23 + {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]}, + {"constraint":[{"verb":"contains","field":"title","value":"2019-nCoV"}]}]} + + + + re3data_____::7980778c78fb4cf0fab13ce2159030dc + {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]},{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]},{"constraint":[{"verb":"contains","field":"title","value":"2019-nCov"}]}]} + + + re3data_____::978378def740bbf2bfb420de868c460b + {"criteria":[{"constraint":[{"verb":"contains","field":"title","value":"SARS-CoV-2"}]},{"constraint":[{"verb":"contains","field":"title","value":"COVID-19"}]},{"constraint":[{"verb":"contains","field":"title","value":"2019-nCov"}]}]} + + + + + chicago-covid-19 + + + + covid-19-senacyt-panama-sample + + + + covid-19-tx-rct-stats-review + + + + covid_19_senacyt_abc_panama + + + + + +