cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.8310155.v1
title: Additional file 3: of The pharyngeal carriage of Haemophilus influenzae among healthy population in China: a systematic review and meta-analysis

description: The pooled carriage proportion of H. influenzae by province. (XLSX 8 kb)
DOI: 10.6084/m9.figshare.8310164
title: Additional file 11: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S8. The 69 DE lncRNAs specific to 4Ă plants in response to drought stress. (XLSX 13 kb)
DOI: 10.6084/m9.figshare.8310164.v1
title: Additional file 11: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S8. The 69 DE lncRNAs specific to 4Ă plants in response to drought stress. (XLSX 13 kb)
DOI: 10.6084/m9.figshare.8310173
title: Additional file 12: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S9. The 138 DE lncRNAs common to both 2Ă and 4Ă leaves in drought-stressed plants. (XLSX 17 kb)
DOI: 10.6084/m9.figshare.8310173.v1
title: Additional file 12: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S9. The 138 DE lncRNAs common to both 2Ă and 4Ă leaves in drought-stressed plants. (XLSX 17 kb)
DOI: 10.6096/mistrals-hymex.950
title: CTD profiles, Provence - Tethys 2 vessels, HyMeX SOP2

description: The dataset contains the CTD profiles performed during the SOP2 HYMEX from January to May 2013:<br />
3 cruises on the RV Tethys2 (named: SOP2_T2_LEG1 to SOP2_T2_LEG3). Casts down to ~50m of the bottom.<br />
2 cruises on the SeaBuoying "Provence" (named: SOP2_PV_LEG1 to SOP2_PV_LEG2). Depth of casts limited to ~2000m (winch limited).<br />
<br />
NB: the 3 profiles concomitant to the ARGO floats deployments during the SOP2_T2_LEG1 are not included yet, since the CTD encountered problems and request specific processing.<br />
<br />
2 files/station: 1 averaged on 1 dbar, 1 on 10dbar<br />
Data are given in ASCII, separator: tabulation<br />
<br />
The T, C and P sensors were calibrated in Nov.2012 and have not been used prior to SOP2. No bottles samples were taken. Values are QA/QC’d. <br />
A last check will be performed after post-cruise(s) recalibration.<br />
 => DATA TO BE CONSIDERED AS PROVISORY AT THIS STAGE<br />
<br />
SEE README_CTD_SOP2.txt for full information<br />
<br />
Observing strategy: <br />
Shipborne CTD casts.<br />
<br />
SOP2 observation strategy: <br />
Estournel, C., Testor, P., Taupier-Letage, I., Bouin, M.-N., Coppola, L., Durand, P., Conan, P., Bosse, A., Brilouet, P.-E., Beguery, L., Belamari, S., Béranger, K., Beuvier, J., Bourras, D.and Canut G., Doerenbecher, A., Durrieu de Madron, X., D'Ortenzio, F.and Drobinski P., Ducrocq, V., Fourrié, N., Giordani, H., Houpert, L., Labatut, L., Lebeaupin Brossier, C., Nuret, M., Prieur, L., Roussot, O., Seyfried, L. and Somot, S., 2016: HyMeX-SOP2: the field campaign dedicated to dense water formation in the northwestern Mediterranean. Oceanography, 29, 196-206. https://doi.org/10.5670/oceanog.2016.94
DOI: 10.6096/mistrals-hymex.904
title: HyMeX domain precipitation amount

description: 1hour, 6hour and 24hour (00-00UTC and 06-06UTC periods) cumulated rainfall amount over the HyMeX domain.<br />
The date, in the file name, gives the BEGINNING of the cumulative period (versions v1,v2,v3), the END of the cumulative period (v4).<br />
<br />
Observing strategy: <br />
These data correspond to the merging of 4 networks:<br />
- Spain<br />
- Catalonia<br />
- France<br />
- Italy<br />
Version V2 released in June 2014 (see documentation in french)<br />
Version V2_cor includes a new release for 24hour cumulated rainfall amount (06-06UTC period). This last version should be used for 24hour cumulated rainfall amount.<br />
See documentation (to be done).
DOI: 10.6084/m9.figshare.6737321
title: Extraction of coastal raft cultivation area with heterogeneous water background by thresholding object-based visually salient NDVI from high spatial resolution imagery

description: The development of high spatial resolution satellite imaging has enabled the acquisition of mariculture area information. This data could play an important role in mariculture investigations, ocean disaster evaluations, and coastal management. Because chlorophyll is concentrated in the widely distributed raft culture (a major kind of mariculture), the Normalized Difference Vegetation Index (NDVI) can be used for extraction. However, extensive coastal raft culture is easily confused with the heterogeneous water background. This results in unsatisfactory extraction when surveying a large water area with heterogeneous water background. By combining object-based image analysis and the centre-surround mechanism of a visual attention model, we propose an object-based visually salient NDVI (OBVS-NDVI) feature. Comparison experiments using Gaofen-2 spectral imagery of Luoyuan Bay, Fuzhou, China, indicate that OBVS-NDVI can effectively discriminate raft cultivation areas over large areas with a heterogeneous water background.
DOI: 10.6084/m9.figshare.6737321.v1
title: Extraction of coastal raft cultivation area with heterogeneous water background by thresholding object-based visually salient NDVI from high spatial resolution imagery

description: The development of high spatial resolution satellite imaging has enabled the acquisition of mariculture area information. This data could play an important role in mariculture investigations, ocean disaster evaluations, and coastal management. Because chlorophyll is concentrated in the widely distributed raft culture (a major kind of mariculture), the Normalized Difference Vegetation Index (NDVI) can be used for extraction. However, extensive coastal raft culture is easily confused with the heterogeneous water background. This results in unsatisfactory extraction when surveying a large water area with heterogeneous water background. By combining object-based image analysis and the centre-surround mechanism of a visual attention model, we propose an object-based visually salient NDVI (OBVS-NDVI) feature. Comparison experiments using Gaofen-2 spectral imagery of Luoyuan Bay, Fuzhou, China, indicate that OBVS-NDVI can effectively discriminate raft cultivation areas over large areas with a heterogeneous water background.
DOI: 10.6084/m9.figshare.8310191
title: Additional file 14: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S11. The 17 DE lncRNAs in 4Ă vs. 2Ă plants subjected to drought stress. (XLSX 9 kb)
DOI: 10.6084/m9.figshare.8310191.v1
title: Additional file 14: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S11. The 17 DE lncRNAs in 4Ă vs. 2Ă plants subjected to drought stress. (XLSX 9 kb)
DOI: 10.15468/55u65q
title: Records of macrozoobenthos organisms in several water bodies of Ukraine during 2007-2021

description: The database includes 844 records of 166 species of benthic invertebrates belonging to phylums Annelida, Arthropoda and Mollusca. Most of the records were carried out on the territory of the objects of the Nature Reserve Fund of Ukraine — Danube Biosphere Reserve, Pyriatyn National Nature Park, Hetmanskyi National Nature Park. The research area includes the rivers Danube, Udai, Vorskla and Ros, as well as several small water bodies of the Rzhyshchiv territorial community. The database includes findings of bottom-living and plant-living benthic invertebrates.
DOI: 10.6084/m9.figshare.8310200
title: Additional file 15: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S12. Sequences of the 69 DE lncRNAs specific to 4Ă plants in response to drought stress. (XLSX 51 kb)
DOI: 10.15468/28jusc
title: Amphipoda of Desna river basin

description: The database includes species of aboriginal and alien Ponto-Caspian amphipods in the Desna River basin within the Chernihiv and Kyiv regions (2003-2021): (24 observation stations).
DOI: 10.6084/m9.figshare.8310200.v1
title: Additional file 15: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S12. Sequences of the 69 DE lncRNAs specific to 4Ă plants in response to drought stress. (XLSX 51 kb)
DOI: 10.6084/m9.figshare.8310206
title: Additional file 16: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S13. Sequences of the 17 DE lncRNAs in 4Ă vs. 2Ă stressed leaves. (XLSX 21 kb)
DOI: 10.6084/m9.figshare.8310206.v1
title: Additional file 16: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S13. Sequences of the 17 DE lncRNAs in 4Ă vs. 2Ă stressed leaves. (XLSX 21 kb)
DOI: 10.6096/hymex.lionbuoy.thermosalinograph.20100308
title: Sea surface temperature, Lion Buoy

description: This data set is dedicated to rapid information: only a basic quality check of the incoming data is performed.   <br />
Routine operation over a period shorter than 5 years (Enhanced Observation Period, EOP)
DOI: 10.6084/m9.figshare.8310212
title: Additional file 17: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S14. A list of trans target genes of the 69 DE lncRNAs specific to 4Ă plants in response to drought stress, and Pearson correlations between lncRNAs and their corresponding target genes. (XLSX 411 kb)
DOI: 10.6084/m9.figshare.8310212.v1
title: Additional file 17: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S14. A list of trans target genes of the 69 DE lncRNAs specific to 4Ă plants in response to drought stress, and Pearson correlations between lncRNAs and their corresponding target genes. (XLSX 411 kb)
DOI: 10.6084/m9.figshare.8310215
title: Additional file 18: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S15. A list of trans target genes of the 17 DE lncRNAs in 4Ă vs. 2Ă stressed leaves, and Pearson correlations between lncRNAs and their corresponding target genes. (XLSX 193 kb)
DOI: 10.6084/m9.figshare.8310215.v1
title: Additional file 18: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S15. A list of trans target genes of the 17 DE lncRNAs in 4Ă vs. 2Ă stressed leaves, and Pearson correlations between lncRNAs and their corresponding target genes. (XLSX 193 kb)
DOI: 10.6084/m9.figshare.8310221
title: Additional file 19: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S16. The transcript IDs co-expressed with 86 DE lncRNAs overlapping with DEGs in 4Ă leaves compared with 2Ă leaves under drought stress. (XLSX 47 kb)
DOI: 10.6084/m9.figshare.8310221.v1
title: Additional file 19: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S16. The transcript IDs co-expressed with 86 DE lncRNAs overlapping with DEGs in 4Ă leaves compared with 2Ă leaves under drought stress. (XLSX 47 kb)
DOI: 10.6096/hymex.azurbuoy.thermosalinograph.20100308
title: Sea surface temperature, Azur Buoy

description: Routine operation over a period shorter than 5 years (Enhanced Observation Period, EOP)
DOI: 10.6084/m9.figshare.8310236
title: Additional file 20: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S17. The top 20 KEGG enrichment pathways of the genes co-expressed with 86 DE lncRNAs overlapping with DEGs in 4Ă leaves compared with 2Ă leaves under drought stress. (XLSX 50 kb)
DOI: 10.6084/m9.figshare.8310236.v1
title: Additional file 20: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S17. The top 20 KEGG enrichment pathways of the genes co-expressed with 86 DE lncRNAs overlapping with DEGs in 4Ă leaves compared with 2Ă leaves under drought stress. (XLSX 50 kb)
DOI: 10.6084/m9.figshare.8310242
title: Additional file 2: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S1. Expression levels of 2372 lncRNAs detected in this study. (XLSX 649 kb)
DOI: 10.6084/m9.figshare.8310242.v1
title: Additional file 2: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S1. Expression levels of 2372 lncRNAs detected in this study. (XLSX 649 kb)
DOI: 10.6084/m9.figshare.8310248
title: Additional file 3: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S2. LncRNAs as miRNA precursors. (XLSX 10 kb)
DOI: 10.6084/m9.figshare.8310248.v1
title: Additional file 3: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S2. LncRNAs as miRNA precursors. (XLSX 10 kb)
DOI: 10.6084/m9.figshare.8310254
title: Additional file 4: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S3. The 1562 DEGs specific to 4Ă plants in response to drought. (XLSX 150 kb)
DOI: 10.6084/m9.figshare.8310254.v1
title: Additional file 4: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S3. The 1562 DEGs specific to 4Ă plants in response to drought. (XLSX 150 kb)
DOI: 10.6084/m9.figshare.8310257
title: Additional file 5: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S4. The 5484 DEGs common to both 2Ă and 4Ă plants in response to drought. (XLSX 467 kb)
DOI: 10.6084/m9.figshare.8310257.v1
title: Additional file 5: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S4. The 5484 DEGs common to both 2Ă and 4Ă plants in response to drought. (XLSX 467 kb)
DOI: 10.6084/m9.figshare.8310260
title: Additional file 6: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S5. The 2412 drought-responsive DEGs specific to 2Ă plants. (XLSX 244 kb)
DOI: 10.6084/m9.figshare.8310260.v1
title: Additional file 6: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S5. The 2412 drought-responsive DEGs specific to 2Ă plants. (XLSX 244 kb)
DOI: 10.6084/m9.figshare.8310269
title: Additional file 7: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S6. The 814 DEGs in 4Ă stressed leaves vs. 2Ă stressed leaves. (XLSX 91 kb)
DOI: 10.6096/mistrals-hymex.495
title: Ground based Meteorological Station, Candillargues super site, HyMEX SOP1

description: Routine operation over a period shorter than 5 years (Enhanced Observation Period, EOP)<br />
<br />
Observing strategy: <br />
For HyMeX SOP1 observation strategy see:<br />
 Ducrocq et al (2014): HyMeX-SOP1, the field campaign dedicated to heavy precipitation and flash flooding in the northwestern Mediterranean. Bulletin of the American Meteorological Society, 95, 1083-1100. https://doi.org/10.1175/BAMS-D-12-00244.1(Supplementary materials: 10.1175_bams-d-12-00244.2.pdf)
DOI: 10.6084/m9.figshare.8310269.v1
title: Additional file 7: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S6. The 814 DEGs in 4Ă stressed leaves vs. 2Ă stressed leaves. (XLSX 91 kb)
DOI: 10.6084/m9.figshare.8310278
title: Additional file 8: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S7. Sequences of qPCR primers used in this study. (XLSX 12 kb)
DOI: 10.6084/m9.figshare.8310278.v1
title: Additional file 8: of Comparative physiology and transcriptome analysis allows for identification of lncRNAs imparting tolerance to drought stress in autotetraploid cassava

description: Table S7. Sequences of qPCR primers used in this study. (XLSX 12 kb)
DOI: 10.6084/m9.figshare.23514636
title: 1-2 National - Weighted average EEG.xlsx

description: 1-2 National - Weighted average EEG.xlsx
DOI: 10.6084/m9.figshare.23514639
title: 1-1 National - WG market share.xlsx

description: 1-1 National - WG market share.xlsx
DOI: 10.6084/m9.figshare.23514639.v1
title: 1-1 National - WG market share.xlsx

description: 1-1 National - WG market share.xlsx
DOI: 10.6084/m9.figshare.23514642
title: 2-4 Province - Electrical storage water heater

description: 2-4 Province - Electrical storage water heater
DOI: 10.6084/m9.figshare.23514642.v1
title: 2-4 Province - Electrical storage water heater

description: 2-4 Province - Electrical storage water heater
DOI: 10.5281/zenodo.5807730
title: Highly curated Nav1.5 dataset of 1723 unique molecular compounds with corresponding potency values

description: This dataset was built during a research project, in the field of Computer-Aided Drug Discovery (CADD), funded by the Natural Sciences and Engineering Research Council of Canada (NSERC) Discovery grant. The aim of the project was to build descriptor-based machine learning models for Nav1.5 cardiotoxicity liability predictions. The dataset includes a total of 1723 unique molecular compounds gathered from ChEMBL and PubChem publicly available bioactivity databases. The list is split into 2 sets, 1550 for training and 173 for testing. All molecular compounds are represented in their SMILE format with their corresponding PIC50 potency values.

To access the full original work, please visit the following link:  Manuscript Refer to a much larger and latest dataset here: link 

Note: Upon usage of this data, kindly cite both the dataset and the original manuscript describing the curation process as written below.Arab I, Barakat K. ToxTree: Descriptor-based machine learning models for both hERG and Nav1. 5 cardiotoxicity liability predictions. arXiv preprint arXiv:2112.13467. 2021

Arab, Issar, & Barakat, Khaled. (2021). Highly curated Nav1.5 dataset of 1723 unique molecular compounds with corresponding potency values [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5807731
DOI: 10.5281/zenodo.5807731
title: Highly curated Nav1.5 dataset of 1723 unique molecular compounds with corresponding potency values

description: This dataset was built during a research project, in the field of Computer-Aided Drug Discovery (CADD), funded by the Natural Sciences and Engineering Research Council of Canada (NSERC) Discovery grant. The aim of the project was to build descriptor-based machine learning models for Nav1.5 cardiotoxicity liability predictions. The dataset includes a total of 1723 unique molecular compounds gathered from ChEMBL and PubChem publicly available bioactivity databases. The list is split into 2 sets, 1550 for training and 173 for testing. All molecular compounds are represented in their SMILE format with their corresponding PIC50 potency values.

To access the full original work, please visit the following link:  Manuscript Refer to a much larger and latest dataset here: link 

Note: Upon usage of this data, kindly cite both the dataset and the original manuscript describing the curation process as written below.Arab I, Barakat K. ToxTree: Descriptor-based machine learning models for both hERG and Nav1. 5 cardiotoxicity liability predictions. arXiv preprint arXiv:2112.13467. 2021

Arab, Issar, & Barakat, Khaled. (2021). Highly curated Nav1.5 dataset of 1723 unique molecular compounds with corresponding potency values [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5807731
DOI: 10.6084/m9.figshare.23514645
title: 2-3 Province - Household drum washing machine.xlsx

description: 2-3 Province - Household drum washing machine.xlsx
DOI: 10.6084/m9.figshare.23514645.v1
title: 2-3 Province - Household drum washing machine.xlsx

description: 2-3 Province - Household drum washing machine.xlsx
DOI: 10.6096/mistrals-hymex.371
title: Radiosounding Station, Ship "Le Provence" during HyMeX SOP1 et SOP2

description: Operation on alert over a dedicated special observation period of few months (special observation period, SOP)<br />
<br />
Observing strategy: <br />
For HyMeX SOP1 observation strategy see:<br />
 Ducrocq et al (2014): HyMeX-SOP1, the field campaign dedicated to heavy precipitation and flash flooding in the northwestern Mediterranean. Bulletin of the American Meteorological Society, 95, 1083-1100. https://doi.org/10.1175/BAMS-D-12-00244.1(Supplementary materials: 10.1175_bams-d-12-00244.2.pdf)<br />
<br />
For HyMeX SOP2 observation strategy see:<br />
Estournel, C., Testor, P., Taupier-Letage, I., Bouin, M.-N., Coppola, L., Durand, P., Conan, P., Bosse, A., Brilouet, P.-E., Beguery, L., Belamari, S., Béranger, K., Beuvier, J., Bourras, D.and Canut G., Doerenbecher, A., Durrieu de Madron, X., D'Ortenzio, F.and Drobinski P., Ducrocq, V., Fourrié, N., Giordani, H., Houpert, L., Labatut, L., Lebeaupin Brossier, C., Nuret, M., Prieur, L., Roussot, O., Seyfried, L. and Somot, S., 2016: HyMeX-SOP2: the field campaign dedicated to dense water formation in the northwestern Mediterranean. Oceanography, 29, 196-206. https://doi.org/10.5670/oceanog.2016.94
DOI: 10.6084/m9.figshare.23514648
title: 2-6 Province - Variable speed room air conditioners.xlsx

description: 2-6 Province - Variable speed room air conditioners.xlsx
DOI: 10.6084/m9.figshare.23514648.v1
title: 2-6 Province - Variable speed room air conditioners.xlsx

description: 2-6 Province - Variable speed room air conditioners.xlsx
DOI: 10.6084/m9.figshare.23514651
title: 2-2 Province - Household impeller washing machine.xlsx

description: 2-2 Province - Household impeller washing machine.xlsx
DOI: 10.6084/m9.figshare.23514651.v1
title: 2-2 Province - Household impeller washing machine.xlsx

description: 2-2 Province - Household impeller washing machine.xlsx
DOI: 10.6084/m9.figshare.23514654
title: 2-1 Province - WG market share.xlsx

description: 2-1 Province - WG market share.xlsx
DOI: 10.6084/m9.figshare.23514654.v1
title: 2-1 Province - WG market share.xlsx

description: 2-1 Province - WG market share.xlsx