cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fr5cc8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyphotilapia frontosa, Cyprichromis leptosoma, Cyprichromis microlepidotus, Cyrtocara moorii, Dagetichthys commersonnii, Synaptura commersonnii, Dagetichthys lakdoensis, Dalophis boulengeri, Dalophis cephalopeltis, Danakilia franchettii, Datnia elongata, Mesopristes elongatus, Denticeps clupeoides, Dermatopsoides kasougae, Dicentrarchus punctatus, Dicologlossa cuneata, Dimidiochromis compressiceps, Dimidiochromis dimidiatus, Dimidiochromis kiwinge, Dimidiochromis strigatus, Dinotopterus cunningtoni, Diplotaxodon aeneus, Diplotaxodon altus, Diplotaxodon argenteus, Diplotaxodon ecclesi, Diplotaxodon greenwoodi, Diplotaxodon limnothrissa, Diplotaxodon longimaxilla, Diplotaxodon macrops, Distichodus affinis, Distichodus altus, Distichodus antonii, Distichodus atroventralis, Distichodus brevipinnis, Distichodus decemmaculatus, Distichodus engycephalus, Distichodus fasciolatus, Distichodus hypostomatus, Distichodus kolleri, Distichodus langi, Distichodus lusosso, Distichodus maculatus, Distichodus mbiniensis, Distichodus microps, Distichodus mossambicus, Distichodus nefasch, Distichodus noboli, Distichodus notospilus, Distichodus petersii, Distichodus rostratus, Distichodus rufigiensis, Distichodus schenga, Distichodus sexfasciatus, Divandu albimarginatus, Docimodus evelynae, Docimodus johnstoni, Dolichallabes microphthalmus, Dolichamphilius brieni, Dolichamphilius longiceps, Dormitator lebretonis, Doumea angolensis, Doumea chappuisi, Doumea gracila, Doumea sanaga, Doumea thysi, Doumea typica, Drombus bontii, Gobius bontii, Dundocharax bidentatus, Ebomegobius goodi, Eclectochromis ornatus, Ectodus descampsii, Eleotris acanthopoma, Eleotris daganensis, Eleotris fusca, Eleotris mauritiana, Eleotris pellegrini, Eleotris senegalensis, Eleotris vittata, Eleotris vomerodentata, Ellochelon vaigiensis, Elops lacerta, Elops senegalensis, Engraulicypris bredoi, Engraulicypris brevianalis, Engraulicypris gariepinus, Engraulicypris moeruensis, Engraulicypris ngalala, Engraulicypris sardella, Engraulicypris spinifer, Enneacampus ansorgii, Enneacampus kaupi, Enteromius ablabes, Enteromius aboinensis, Enteromius afrohamiltoni, Enteromius afrovernayi, Enteromius aliciae, Enteromius aloyi, Enteromius amanpoae, Enteromius amatolicus)",
 "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 ((47.5465 -25.2196,47.6434 -24.9401,46.1382 -24.9401,46.1382 -25.8059,46.3822 -25.6931,46.8647 -25.6616,47.5465 -25.2196))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008001-250827131500795/datasets/export for details.
DOI: 10.15468/dl.k7fawy
title: Occurrence Download

description: A dataset containing 15564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Microlaena avenacea"
 ]
}

 The dataset includes 15564 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007997-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uavqm
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyphotilapia frontosa, Cyprichromis leptosoma, Cyprichromis microlepidotus, Cyrtocara moorii, Dagetichthys commersonnii, Synaptura commersonnii, Dagetichthys lakdoensis, Dalophis boulengeri, Dalophis cephalopeltis, Danakilia franchettii, Datnia elongata, Mesopristes elongatus, Denticeps clupeoides, Dermatopsoides kasougae, Dicentrarchus punctatus, Dicologlossa cuneata, Dimidiochromis compressiceps, Dimidiochromis dimidiatus, Dimidiochromis kiwinge, Dimidiochromis strigatus, Dinotopterus cunningtoni, Diplotaxodon aeneus, Diplotaxodon altus, Diplotaxodon argenteus, Diplotaxodon ecclesi, Diplotaxodon greenwoodi, Diplotaxodon limnothrissa, Diplotaxodon longimaxilla, Diplotaxodon macrops, Distichodus affinis, Distichodus altus, Distichodus antonii, Distichodus atroventralis, Distichodus brevipinnis, Distichodus decemmaculatus, Distichodus engycephalus, Distichodus fasciolatus, Distichodus hypostomatus, Distichodus kolleri, Distichodus langi, Distichodus lusosso, Distichodus maculatus, Distichodus mbiniensis, Distichodus microps, Distichodus mossambicus, Distichodus nefasch, Distichodus noboli, Distichodus notospilus, Distichodus petersii, Distichodus rostratus, Distichodus rufigiensis, Distichodus schenga, Distichodus sexfasciatus, Divandu albimarginatus, Docimodus evelynae, Docimodus johnstoni, Dolichallabes microphthalmus, Dolichamphilius brieni, Dolichamphilius longiceps, Dormitator lebretonis, Doumea angolensis, Doumea chappuisi, Doumea gracila, Doumea sanaga, Doumea thysi, Doumea typica, Drombus bontii, Gobius bontii, Dundocharax bidentatus, Ebomegobius goodi, Eclectochromis ornatus, Ectodus descampsii, Eleotris acanthopoma, Eleotris daganensis, Eleotris fusca, Eleotris mauritiana, Eleotris pellegrini, Eleotris senegalensis, Eleotris vittata, Eleotris vomerodentata, Ellochelon vaigiensis, Elops lacerta, Elops senegalensis, Engraulicypris bredoi, Engraulicypris brevianalis, Engraulicypris gariepinus, Engraulicypris moeruensis, Engraulicypris ngalala, Engraulicypris sardella, Engraulicypris spinifer, Enneacampus ansorgii, Enneacampus kaupi, Enteromius ablabes, Enteromius aboinensis, Enteromius afrohamiltoni, Enteromius afrovernayi, Enteromius aliciae, Enteromius aloyi, Enteromius amanpoae, Enteromius amatolicus)",
 "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 ((-10.6025 29.6545,-11.3716 29.0599,-7.8618 29.0599,-7.8618 34.0821,-8.7804 33.6886,-9.6416 32.8946,-9.7854 32.3021,-10.3184 31.5413,-10.3907 30.6396,-10.1682 30.2237,-10.6025 29.6545))"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008002-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qapt9u
title: Occurrence Download

description: A dataset listing the 10633 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset's 10633 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007981-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30015478
title: miRNAs datasets of obesity vs control

description: This datasets of miRNA and obesity
DOI: 10.6084/m9.figshare.30015478.v1
title: miRNAs datasets of obesity vs control

description: This datasets of miRNA and obesity
DOI: 10.15468/dl.b5s2gh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyphotilapia frontosa, Cyprichromis leptosoma, Cyprichromis microlepidotus, Cyrtocara moorii, Dagetichthys commersonnii, Synaptura commersonnii, Dagetichthys lakdoensis, Dalophis boulengeri, Dalophis cephalopeltis, Danakilia franchettii, Datnia elongata, Mesopristes elongatus, Denticeps clupeoides, Dermatopsoides kasougae, Dicentrarchus punctatus, Dicologlossa cuneata, Dimidiochromis compressiceps, Dimidiochromis dimidiatus, Dimidiochromis kiwinge, Dimidiochromis strigatus, Dinotopterus cunningtoni, Diplotaxodon aeneus, Diplotaxodon altus, Diplotaxodon argenteus, Diplotaxodon ecclesi, Diplotaxodon greenwoodi, Diplotaxodon limnothrissa, Diplotaxodon longimaxilla, Diplotaxodon macrops, Distichodus affinis, Distichodus altus, Distichodus antonii, Distichodus atroventralis, Distichodus brevipinnis, Distichodus decemmaculatus, Distichodus engycephalus, Distichodus fasciolatus, Distichodus hypostomatus, Distichodus kolleri, Distichodus langi, Distichodus lusosso, Distichodus maculatus, Distichodus mbiniensis, Distichodus microps, Distichodus mossambicus, Distichodus nefasch, Distichodus noboli, Distichodus notospilus, Distichodus petersii, Distichodus rostratus, Distichodus rufigiensis, Distichodus schenga, Distichodus sexfasciatus, Divandu albimarginatus, Docimodus evelynae, Docimodus johnstoni, Dolichallabes microphthalmus, Dolichamphilius brieni, Dolichamphilius longiceps, Dormitator lebretonis, Doumea angolensis, Doumea chappuisi, Doumea gracila, Doumea sanaga, Doumea thysi, Doumea typica, Drombus bontii, Gobius bontii, Dundocharax bidentatus, Ebomegobius goodi, Eclectochromis ornatus, Ectodus descampsii, Eleotris acanthopoma, Eleotris daganensis, Eleotris fusca, Eleotris mauritiana, Eleotris pellegrini, Eleotris senegalensis, Eleotris vittata, Eleotris vomerodentata, Ellochelon vaigiensis, Elops lacerta, Elops senegalensis, Engraulicypris bredoi, Engraulicypris brevianalis, Engraulicypris gariepinus, Engraulicypris moeruensis, Engraulicypris ngalala, Engraulicypris sardella, Engraulicypris spinifer, Enneacampus ansorgii, Enneacampus kaupi, Enteromius ablabes, Enteromius aboinensis, Enteromius afrohamiltoni, Enteromius afrovernayi, Enteromius aliciae, Enteromius aloyi, Enteromius amanpoae, Enteromius amatolicus)",
 "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 ((55.9743 -6.7082,55.8366 -6.9401,56.7426 -6.9401,56.7231 -6.8387,56.294 -6.5954,55.9743 -6.7082))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008003-250827131500795/datasets/export for details.
DOI: 10.15468/dl.m4k8wa
title: Occurrence Download

description: A dataset containing 643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyphotilapia frontosa, Cyprichromis leptosoma, Cyprichromis microlepidotus, Cyrtocara moorii, Dagetichthys commersonnii, Synaptura commersonnii, Dagetichthys lakdoensis, Dalophis boulengeri, Dalophis cephalopeltis, Danakilia franchettii, Datnia elongata, Mesopristes elongatus, Denticeps clupeoides, Dermatopsoides kasougae, Dicentrarchus punctatus, Dicologlossa cuneata, Dimidiochromis compressiceps, Dimidiochromis dimidiatus, Dimidiochromis kiwinge, Dimidiochromis strigatus, Dinotopterus cunningtoni, Diplotaxodon aeneus, Diplotaxodon altus, Diplotaxodon argenteus, Diplotaxodon ecclesi, Diplotaxodon greenwoodi, Diplotaxodon limnothrissa, Diplotaxodon longimaxilla, Diplotaxodon macrops, Distichodus affinis, Distichodus altus, Distichodus antonii, Distichodus atroventralis, Distichodus brevipinnis, Distichodus decemmaculatus, Distichodus engycephalus, Distichodus fasciolatus, Distichodus hypostomatus, Distichodus kolleri, Distichodus langi, Distichodus lusosso, Distichodus maculatus, Distichodus mbiniensis, Distichodus microps, Distichodus mossambicus, Distichodus nefasch, Distichodus noboli, Distichodus notospilus, Distichodus petersii, Distichodus rostratus, Distichodus rufigiensis, Distichodus schenga, Distichodus sexfasciatus, Divandu albimarginatus, Docimodus evelynae, Docimodus johnstoni, Dolichallabes microphthalmus, Dolichamphilius brieni, Dolichamphilius longiceps, Dormitator lebretonis, Doumea angolensis, Doumea chappuisi, Doumea gracila, Doumea sanaga, Doumea thysi, Doumea typica, Drombus bontii, Gobius bontii, Dundocharax bidentatus, Ebomegobius goodi, Eclectochromis ornatus, Ectodus descampsii, Eleotris acanthopoma, Eleotris daganensis, Eleotris fusca, Eleotris mauritiana, Eleotris pellegrini, Eleotris senegalensis, Eleotris vittata, Eleotris vomerodentata, Ellochelon vaigiensis, Elops lacerta, Elops senegalensis, Engraulicypris bredoi, Engraulicypris brevianalis, Engraulicypris gariepinus, Engraulicypris moeruensis, Engraulicypris ngalala, Engraulicypris sardella, Engraulicypris spinifer, Enneacampus ansorgii, Enneacampus kaupi, Enteromius ablabes, Enteromius aboinensis, Enteromius afrohamiltoni, Enteromius afrovernayi, Enteromius aliciae, Enteromius aloyi, Enteromius amanpoae, Enteromius amatolicus)",
 "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 ((-16.8295 11.8376,-16.8618 11.7189,-16.8618 11.0599,-7.8618 11.0599,-7.8618 20.0599,-16.8618 20.0599,-16.8618 19.0648,-16.6653 18.7702,-16.5447 17.7591,-16.8618 16.9131,-16.8618 11.8636,-16.8295 11.8376))"
 ]
}

 The dataset includes 643 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008004-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcxg3w
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnocharis flava",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008005-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9evsdz
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnocharis flava",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008006-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.389dt7
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnocharis flava",
 "Country is Sri Lanka",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008007-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29438232
title: Developing a Data Literacy and Visualization Service Learning Course that Fulfills Undergraduate Quantitative Literacy Requirements

description: As an alternative to college algebra, researchers developed an introductory Data Literacy and Visualization course that fulfills the quantitative literacy requirement for undergraduate students. In this service learning course, students work with community partners to analyze data with an emphasis on proper visualization, culminating in a final report and presentation that answers the partner’s questions. This article describes the design and curriculum of the course, including how students engage with community partners, and summarizes student experiences and outcomes. Results from the pre- and post-class survey suggest that participating students increase their confidence in quantitative literacy. Students also show more interest in STEM fields after taking the class.
DOI: 10.6084/m9.figshare.29438232.v1
title: Developing a Data Literacy and Visualization Service Learning Course that Fulfills Undergraduate Quantitative Literacy Requirements

description: As an alternative to college algebra, researchers developed an introductory Data Literacy and Visualization course that fulfills the quantitative literacy requirement for undergraduate students. In this service learning course, students work with community partners to analyze data with an emphasis on proper visualization, culminating in a final report and presentation that answers the partner’s questions. This article describes the design and curriculum of the course, including how students engage with community partners, and summarizes student experiences and outcomes. Results from the pre- and post-class survey suggest that participating students increase their confidence in quantitative literacy. Students also show more interest in STEM fields after taking the class.
DOI: 10.15468/dl.3n3twv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyphotilapia frontosa, Cyprichromis leptosoma, Cyprichromis microlepidotus, Cyrtocara moorii, Dagetichthys commersonnii, Synaptura commersonnii, Dagetichthys lakdoensis, Dalophis boulengeri, Dalophis cephalopeltis, Danakilia franchettii, Datnia elongata, Mesopristes elongatus, Denticeps clupeoides, Dermatopsoides kasougae, Dicentrarchus punctatus, Dicologlossa cuneata, Dimidiochromis compressiceps, Dimidiochromis dimidiatus, Dimidiochromis kiwinge, Dimidiochromis strigatus, Dinotopterus cunningtoni, Diplotaxodon aeneus, Diplotaxodon altus, Diplotaxodon argenteus, Diplotaxodon ecclesi, Diplotaxodon greenwoodi, Diplotaxodon limnothrissa, Diplotaxodon longimaxilla, Diplotaxodon macrops, Distichodus affinis, Distichodus altus, Distichodus antonii, Distichodus atroventralis, Distichodus brevipinnis, Distichodus decemmaculatus, Distichodus engycephalus, Distichodus fasciolatus, Distichodus hypostomatus, Distichodus kolleri, Distichodus langi, Distichodus lusosso, Distichodus maculatus, Distichodus mbiniensis, Distichodus microps, Distichodus mossambicus, Distichodus nefasch, Distichodus noboli, Distichodus notospilus, Distichodus petersii, Distichodus rostratus, Distichodus rufigiensis, Distichodus schenga, Distichodus sexfasciatus, Divandu albimarginatus, Docimodus evelynae, Docimodus johnstoni, Dolichallabes microphthalmus, Dolichamphilius brieni, Dolichamphilius longiceps, Dormitator lebretonis, Doumea angolensis, Doumea chappuisi, Doumea gracila, Doumea sanaga, Doumea thysi, Doumea typica, Drombus bontii, Gobius bontii, Dundocharax bidentatus, Ebomegobius goodi, Eclectochromis ornatus, Ectodus descampsii, Eleotris acanthopoma, Eleotris daganensis, Eleotris fusca, Eleotris mauritiana, Eleotris pellegrini, Eleotris senegalensis, Eleotris vittata, Eleotris vomerodentata, Ellochelon vaigiensis, Elops lacerta, Elops senegalensis, Engraulicypris bredoi, Engraulicypris brevianalis, Engraulicypris gariepinus, Engraulicypris moeruensis, Engraulicypris ngalala, Engraulicypris sardella, Engraulicypris spinifer, Enneacampus ansorgii, Enneacampus kaupi, Enteromius ablabes, Enteromius aboinensis, Enteromius afrohamiltoni, Enteromius afrovernayi, Enteromius aliciae, Enteromius aloyi, Enteromius amanpoae, Enteromius amatolicus)",
 "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 ((55.2639 -5.3728,55.1382 -5.4732,55.1382 -6.2691,55.1926 -6.3322,55.5629 -6.3372,55.8543 -6.0446,55.8653 -5.7146,55.6359 -5.426,55.2639 -5.3728))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008008-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.16850290
title: WRF-PartMC-MOSAIC-LES

description: This repository contains model code for WRF-PartMC-MOSAIC-LES as used in the publication "Idealized Particle-Resolved Large-Eddy Simulations to Evaluate the

Impact of Emissions Spatial Heterogeneity on CCN Activity".  The base model, WRF-PartMC: version 1.0 is can be found here, which includes the primary WRF v3.9.1 model and interface code for coupling to PartMC, however the PartMC model and multiphase chemistry model MOSAIC are not included.  

This repository includes the following additions to the WRF-PartMC codebase:



The main WRF v.3.9.1 codebase and interface code are packaged alongside the PartMC aerosol model (v.2.6.1) and the multiphase chemistry model MOSAIC, which is now open-source. 

In the "wrf-partmc-mosaic-les/WRFV3/test/em_les" directory, scripts are included for submitting WRF-PartMC-MOSAIC-LES model scenarios alongside helper scripts for handing model initialization. 

A catalogue of emissions scenarios, ranging in the level of spatial heterogeneity as measured by the metric of Mohebalhojeh et al. 2025, is included in the "wrf-partmc-mosaic-les/WRFV3/test/em_les/spatial-het" directory
DOI: 10.15468/dl.4uuupr
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnocharis flava",
 "Country is Thailand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 49 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008011-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2e7wk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnocharis flava",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008012-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.