cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5827426
title: Pre-parsed reaction rule files from RetroRules (rr01-rp2-hs)

description: RetroRules (https://retrorules.org/) is a database of reaction rules for metabolic pathway discovery and metabolic engineering. Reaction rules are generic descriptions of reactions to be used in retrosynthesis workflows in order to enumerate possible biosynthetic routes connecting target molecules to precursors. The use of such rules is becoming more and more important in the context of synthetic biology applied to de novo pathway discovery and in systems biology to discover underground metabolism due to enzyme promiscuity. Pre-parsed reaction rule files are ready-to-use files that provide all the non-stereo reaction rules for diameter 2 to 16. The present dataset have the following specifications: release: rr01 diameters: 2 to 16 Hs handling: explicit Compatibility: RetroPath2.0 ready How to cite: Duigou T, du Lac M, Carbonell P, Faulon JL. RetroRules: a database of reaction rules for engineering biology. <em>Nucleic Acids Research</em>, 2019. | doi: 10.1093/nar/gky940 | PMID: 30321422
description: {"references": ["https://retrorules.org/dl"]}
DOI: 10.5281/zenodo.5828017
title: Pre-parsed reaction rule files from RetroRules (rr02-rp2-hs)

description: RetroRules (https://retrorules.org/) is a database of reaction rules for metabolic pathway discovery and metabolic engineering. Reaction rules are generic descriptions of reactions to be used in retrosynthesis workflows in order to enumerate possible biosynthetic routes connecting target molecules to precursors. The use of such rules is becoming more and more important in the context of synthetic biology applied to de novo pathway discovery and in systems biology to discover underground metabolism due to enzyme promiscuity. Pre-parsed reaction rule files are ready-to-use files that provide all the non-stereo reaction rules for diameter 2 to 16. The present dataset have the following specifications: release: rr02 diameters: 2 to 16 Hs handling: explicit Compatibility: RetroPath2.0 ready How to cite: Duigou T, du Lac M, Carbonell P, Faulon JL. RetroRules: a database of reaction rules for engineering biology. <em>Nucleic Acids Research</em>, 2019. | doi: 10.1093/nar/gky940 | PMID: 30321422
description: {"references": ["https://retrorules.org/dl"]}
DOI: 10.5281/zenodo.5828016
title: Pre-parsed reaction rule files from RetroRules (rr02-rp2-hs)

description: RetroRules (https://retrorules.org/) is a database of reaction rules for metabolic pathway discovery and metabolic engineering. Reaction rules are generic descriptions of reactions to be used in retrosynthesis workflows in order to enumerate possible biosynthetic routes connecting target molecules to precursors. The use of such rules is becoming more and more important in the context of synthetic biology applied to de novo pathway discovery and in systems biology to discover underground metabolism due to enzyme promiscuity. Pre-parsed reaction rule files are ready-to-use files that provide all the non-stereo reaction rules for diameter 2 to 16. The present dataset have the following specifications: release: rr02 diameters: 2 to 16 Hs handling: explicit Compatibility: RetroPath2.0 ready How to cite: Duigou T, du Lac M, Carbonell P, Faulon JL. RetroRules: a database of reaction rules for engineering biology. <em>Nucleic Acids Research</em>, 2019. | doi: 10.1093/nar/gky940 | PMID: 30321422
description: {"references": ["https://retrorules.org/dl"]}
DOI: 10.5281/zenodo.5827977
title: Pre-parsed reaction rule files from RetroRules (rr02-rp3-hs)

description: RetroRules (https://retrorules.org/) is a database of reaction rules for metabolic pathway discovery and metabolic engineering. Reaction rules are generic descriptions of reactions to be used in retrosynthesis workflows in order to enumerate possible biosynthetic routes connecting target molecules to precursors. The use of such rules is becoming more and more important in the context of synthetic biology applied to de novo pathway discovery and in systems biology to discover underground metabolism due to enzyme promiscuity. Pre-parsed reaction rule files are ready-to-use files that provide all the non-stereo reaction rules for diameter 2 to 16. The present dataset have the following specifications: release: rr02 diameters: 2 to 16 Hs handling: explicit Compatibility: RetroPath RL ready How to cite: Duigou T, du Lac M, Carbonell P, Faulon JL. RetroRules: a database of reaction rules for engineering biology. <em>Nucleic Acids Research</em>, 2019. | doi: 10.1093/nar/gky940 | PMID: 30321422
description: {"references": ["https://retrorules.org/dl"]}
DOI: 10.5281/zenodo.5827976
title: Pre-parsed reaction rule files from RetroRules (rr02-rp3-hs)

description: RetroRules (https://retrorules.org/) is a database of reaction rules for metabolic pathway discovery and metabolic engineering. Reaction rules are generic descriptions of reactions to be used in retrosynthesis workflows in order to enumerate possible biosynthetic routes connecting target molecules to precursors. The use of such rules is becoming more and more important in the context of synthetic biology applied to de novo pathway discovery and in systems biology to discover underground metabolism due to enzyme promiscuity. Pre-parsed reaction rule files are ready-to-use files that provide all the non-stereo reaction rules for diameter 2 to 16. The present dataset have the following specifications: release: rr02 diameters: 2 to 16 Hs handling: explicit Compatibility: RetroPath RL ready How to cite: Duigou T, du Lac M, Carbonell P, Faulon JL. RetroRules: a database of reaction rules for engineering biology. <em>Nucleic Acids Research</em>, 2019. | doi: 10.1093/nar/gky940 | PMID: 30321422
description: {"references": ["https://retrorules.org/dl"]}
DOI: 10.5519/qd.eg8m1h0h
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5281/zenodo.5827989
title: Genyomyrus donnyi decontaminated FSCR

description: .
DOI: 10.5281/zenodo.5827988
title: Genyomyrus donnyi decontaminated FSCR

description: .
DOI: 10.15468/24urb2
title: The genera Coccus and Prococcus (Hemiptera: Coccomorpha: Coccidae) in China with two new combinations and descriptions of two new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Cao, Tong, Watson, Gillian W., Hodgson, Chris J., Jing, Qi, Feng, Ji-Nian (2022): The genera Coccus and Prococcus (Hemiptera: Coccomorpha: Coccidae) in China with two new combinations and descriptions of two new species. Zootaxa 5087 (1): 112-128, DOI: https://doi.org/10.11646/zootaxa.5087.1.5
DOI: 10.5519/qd.8uvfz2cw
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1001 records)
DOI: 10.5281/zenodo.5828023
title: Gnoriste bilineata decontaminated FSCR

description: .
DOI: 10.5281/zenodo.5828022
title: Gnoriste bilineata decontaminated FSCR

description: .
DOI: 10.15468/43kefu
title: Contribution to the Chinese subfamily Rhaphidophorinae Walker, 1869 (Orthoptera: Rhaphidophoridae: Rhaphidophorinae) IV: Seven new species of Rhaphidophora and one new mitogenome

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lu, Xiangyi, Liu, Jing, Huang, Xiaojuan, Bian, Xun (2022): Contribution to the Chinese subfamily Rhaphidophorinae Walker, 1869 (Orthoptera: Rhaphidophoridae: Rhaphidophorinae) IV: Seven new species of Rhaphidophora and one new mitogenome. Zootaxa 5087 (1): 129-153, DOI: https://doi.org/10.11646/zootaxa.5087.1.6
DOI: 10.15468/xnf9w8
title: New species and records of Neanurinae (Collembola: Neanuridae) from Mazandaran Province (Northeastern Iran), with a key to Iranian species of the subfamily

description: This dataset contains the digitized treatments in Plazi based on the original journal article Yahyapour, Eliye, Shayanmehr, Masoumeh, Vafaei-Shoushtari, Reza, Arbea, Javier I. (2022): New species and records of Neanurinae (Collembola: Neanuridae) from Mazandaran Province (Northeastern Iran), with a key to Iranian species of the subfamily. Zootaxa 5087 (2): 253-274, DOI: https://doi.org/10.11646/zootaxa.5087.2.2
DOI: 10.5281/zenodo.5828050
title: Gogo arcuatus decontaminated FSCR

description: .
DOI: 10.5281/zenodo.5828049
title: Gogo arcuatus decontaminated FSCR

description: .
DOI: 10.5281/zenodo.5788426
title: Data collected from user evaluation of dataset search using similarity methods

description: The data in this dataset was collected from a user evaluation of dataset search using similarity methods in data catalogs. It is linked to the dataset metadata in the data catalog used for the evaluation, which is available in https://doi.org/10.5281/zenodo.4433464.
description: This work was supported by the Czech Science Foundation (GAČR), grant number 19-01641S.
DOI: 10.5281/zenodo.5788443
title: Ground truths for dataset search using similarity methods generated from a user evaluation

description: The dataset contains ground truths for 6 different use cases and 10 levels of agreement among 10 users participating in a user evaluation of dataset search using similarity methods in data catalogs. The data contains collections linking to dataset metadata available in https://doi.org/10.5281/zenodo.4433464.
description: This work was supported by the Czech Science Foundation (GAČR), grant number 19-01641S.
DOI: 10.5281/zenodo.5828035
title: Western Antarctic marine mammal and seabird distance sampling data

description: These datasets are: 1) Raw (MS Access) IFAW Logger2010 tables (http://www.marineconservationresearch.co.uk/downloads/logger-2000-rainbowclick-software-downloads/) and 2) .RData objects preprocessed by the R package LoggeR (https://github.com/embiuw/LoggeR), for distance sampling of marine mammals and seabirds from two ships of opportunity along the Western Antarctic Peninsula, Drake Passage and Scotia Sea during the 2019 - 2020 austral summer. The ships were the MS Fram and MS Midnatsol of the Hurtigruten fleet, with data collected from the start of December 2019 until late January 2020.
DOI: 10.5281/zenodo.5828034
title: Western Antarctic marine mammal and seabird distance sampling data

description: These datasets are: 1) Raw (MS Access) IFAW Logger2010 tables (http://www.marineconservationresearch.co.uk/downloads/logger-2000-rainbowclick-software-downloads/) and 2) .RData objects preprocessed by the R package LoggeR (https://github.com/embiuw/LoggeR), for distance sampling of marine mammals and seabirds from two ships of opportunity along the Western Antarctic Peninsula, Drake Passage and Scotia Sea during the 2019 - 2020 austral summer. The ships were the MS Fram and MS Midnatsol of the Hurtigruten fleet, with data collected from the start of December 2019 until late January 2020.
DOI: 10.15468/xhy5js
title: New species and new distributional records of the hygropetric water scavenger beetle genus Oocyclus Sharp (Coleoptera, Hydrophilidae) from the Brazilian Shield

description: This dataset contains the digitized treatments in Plazi based on the original journal article Alencar, Janderson Batista R., Short, Andrew Edward Z., Hamada, Neusa (2022): New species and new distributional records of the hygropetric water scavenger beetle genus Oocyclus Sharp (Coleoptera, Hydrophilidae) from the Brazilian Shield. Zootaxa 5087 (2): 275-305, DOI: https://doi.org/10.11646/zootaxa.5087.2.3
DOI: 10.6084/m9.figshare.16595852.v5
title: Greater Manchester Crime data_y2016.xlsx

description: This dataset recorded the monthly crime incidents across Greater Manchester in the UK throughout 2016. There were a total of 362,115 recorded crimes, across 14 categories of crime in the dataset of 2016. The fields of the data include ‘Month’, ‘Reported by’,','Falls within', 'Longitude', 'Latitude','Location', 'LSOA code', 'LSOA name', 'Crime type’.<br>Note: when you test the GTWCLQ software package using this provided dataset, the RAM of your PC should be more than 32 GB. Otherwise, the computation might be interrupted due to insufficient space of memory.<br>
DOI: 10.5281/zenodo.5827415
title: Air-quality data simulated over Great Paris area

description: High local simulated concentrations of NO2, PM10, O3 and PM2.5 over Paris at surface for selected dates for 2018.
DOI: 10.5281/zenodo.5827414
title: Air-quality data simulated over Great Paris area

description: High local simulated concentrations of NO2, PM10, O3 and PM2.5 over Paris at surface for selected dates for 2018.
DOI: 10.15468/sc7pkm
title: Two new species of Aulacaspis Cockerell, 1893 (Hemiptera: Coccomorpha: Diaspididae) from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Tian, Feng, Xing, Jichun (2022): Two new species of Aulacaspis Cockerell, 1893 (Hemiptera: Coccomorpha: Diaspididae) from China. Zootaxa 5087 (1): 154-178, DOI: https://doi.org/10.11646/zootaxa.5087.1.7
DOI: 10.5281/zenodo.5827997
title: LMT database 2 Shank2-KO & 2 Shank2-WT mice exp 3195

description: LMT database 2 Shank2-KO & 2 Shank2-WT mice exp 3195 - processed
description: {"references": ["de Chaumont et al. (2019) Nature Biomedical Engineering"]}
DOI: 10.5281/zenodo.5827996
title: LMT database 2 Shank2-KO & 2 Shank2-WT mice exp 3195

description: LMT database 2 Shank2-KO & 2 Shank2-WT mice exp 3195 - processed
description: {"references": ["de Chaumont et al. (2019) Nature Biomedical Engineering"]}
DOI: 10.15468/2t6fwq
title: Taxonomic revision of the genus Ectamenognonus Buysson (Coleoptera, Elateridae, Elaterinae) from Japan

description: This dataset contains the digitized treatments in Plazi based on the original journal article Arimoto, Kôichi (2022): Taxonomic revision of the genus Ectamenognonus Buysson (Coleoptera, Elateridae, Elaterinae) from Japan. Zootaxa 5087 (2): 306-334, DOI: https://doi.org/10.11646/zootaxa.5087.2.4
DOI: 10.15468/pqm982
title: Revision of the genus Homa Distant (Hemiptera: Cicadellidae: Typhlocybinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Xu, Ye, Wang, Yi-Mei, Dmitriev, Dmitry A., Dietrich, Christopher H., Qin, Dao-Zheng (2022): Revision of the genus Homa Distant (Hemiptera: Cicadellidae: Typhlocybinae). Zootaxa 5087 (1): 179-190, DOI: https://doi.org/10.11646/zootaxa.5087.1.8
DOI: 10.15468/qcfkqm
title: Review of the genus Woznessenskia Gorochov, 2002 (Orthoptera: Gryllacrididae) from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Shi, Fu-Ming, Zhu, Qi-Di, Wang, Hai-Jian (2022): Review of the genus Woznessenskia Gorochov, 2002 (Orthoptera: Gryllacrididae) from China. Zootaxa 5087 (1): 191-200, DOI: https://doi.org/10.11646/zootaxa.5087.1.9
DOI: 10.15468/azrb5j
title: Contribution to the knowledge of Chinese Gryllacrididae (Orthoptera) IV: New additions of Chinese Furcilarnaca Gorochov, 2004

description: This dataset contains the digitized treatments in Plazi based on the original journal article Liu, Jing, Wu, Xiangyi, Bian, Xun (2022): Contribution to the knowledge of Chinese Gryllacrididae (Orthoptera) IV: New additions of Chinese Furcilarnaca Gorochov, 2004. Zootaxa 5087 (2): 335-356, DOI: https://doi.org/10.11646/zootaxa.5087.2.5
DOI: 10.15468/6yarsj
title: New species in Orchidaceae from Madagascar

description: This dataset contains the digitized treatments in Plazi based on the original journal article Hermans, Johan, Rajaovelona, Landy, Cribb, Phillip (2021): New species in Orchidaceae from Madagascar. Kew Bulletin 76: 39-56, DOI: 10.1007/S12225-021-09923-W
DOI: 10.21227/vpk0-fy39
title: For Paper: Evaluation for Maximum Allowable Capacity of Renewable Energy Source Considering AC System Strength Measures

description: This dataset includes the bus and branch informations of the IEEE RTS-79 system and Korean transmission network. The information of branch is decribed by impednace matrix. The dataset is for the paper titled: "Evaluation for Maximum Allowable Capacity of Renewable Energy Source Considering AC System Strength Measures".
DOI: 10.15468/g9q3n5
title: A new species of eyeless Lymantes Schoenherr (Coleoptera: Curculionidae: Molytinae: Lymantini) from Texas caves

description: This dataset contains the digitized treatments in Plazi based on the original journal article Anderson, Robert S. (2022): A new species of eyeless Lymantes Schoenherr (Coleoptera: Curculionidae: Molytinae: Lymantini) from Texas caves. Zootaxa 5087 (2): 383-388, DOI: https://doi.org/10.11646/zootaxa.5087.2.8
DOI: 10.5519/qd.qnvhkv9f
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (930 records)
DOI: 10.6084/m9.figshare.16595852
title: Greater Manchester Crime data_y2016.xlsx

description: This dataset recorded the monthly crime incidents across Greater Manchester in the UK throughout 2016. There were a total of 362,115 recorded crimes, across 14 categories of crime in the dataset of 2016. The fields of the data include ‘Month’, ‘Reported by’,','Falls within', 'Longitude', 'Latitude','Location', 'LSOA code', 'LSOA name', 'Crime type’.<br>Note: when you test the GTWCLQ software package using this provided dataset, the RAM of your PC should be more than 32 GB. Otherwise, the computation might be interrupted due to insufficient space of memory.<br>
DOI: 10.6084/m9.figshare.16595852.v6
title: Greater Manchester Crime data_y2016.xlsx

description: This dataset recorded the monthly crime incidents across Greater Manchester in the UK throughout 2016. There were a total of 362,115 recorded crimes, across 14 categories of crime in the dataset of 2016. The fields of the data include ‘Month’, ‘Reported by’,','Falls within', 'Longitude', 'Latitude','Location', 'LSOA code', 'LSOA name', 'Crime type’.<br>Note: when you test the GTWCLQ software package using this provided dataset, the RAM of your PC should be more than 32 GB. Otherwise, the computation might be interrupted due to insufficient space of memory.<br>
DOI: 10.15468/3r4mtg
title: Diagnostic notes on the spider orb-weaving genera Carepalxis and Ocrepeira (Araneae: Araneidae), with description of three new species from Central Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ferreira-Sousa, Leonardo, Motta, Paulo César (2022): Diagnostic notes on the spider orb-weaving genera Carepalxis and Ocrepeira (Araneae: Araneidae), with description of three new species from Central Brazil. Zootaxa 5087 (2): 389-399, DOI: https://doi.org/10.11646/zootaxa.5087.2.9
DOI: 10.15468/u39gbv
title: New species in Rejectaria Guenée (Lepidoptera: Erebidae: Herminiinae) with a focus on the Cyclanthaceae-feeders

description: This dataset contains the digitized treatments in Plazi based on the original journal article Goldstein, Paul Z., Janzen, Daniel H., Hallwachs, Winnie, Proshek, Benjamin (2022): New species in Rejectaria Guenée (Lepidoptera: Erebidae: Herminiinae) with a focus on the Cyclanthaceae-feeders. Zootaxa 5087 (3): 451-483, DOI: https://doi.org/10.11646/zootaxa.5087.3.4
DOI: 10.5281/zenodo.5828179
title: Online Supplement: Search-based Diverse Sampling from Real-world Software Product Lines

description: This is the online supplement for the following paper: Yi Xiang, Han Huang, Yuren Zhou, Sizhe Li, Chuan Luo, Qingwei Lin, Miqing Li, and Xiaowei Yang. 2022. Search-based Diverse Sampling from Real-world Software Product Lines. In 44th International Conference on Software Engineering (ICSE’22), May 21-29, 2022, Pittsburgh, PA, USA. ACM, New York, NY, USA, 13 pages. https://doi.org/10.1145/3510003.3510053
DOI: 10.5281/zenodo.5828178
title: Online Supplement: Search-based Diverse Sampling from Real-world Software Product Lines

description: This is the online supplement for the following paper: Yi Xiang, Han Huang, Yuren Zhou, Sizhe Li, Chuan Luo, Qingwei Lin, Miqing Li, and Xiaowei Yang. 2022. Search-based Diverse Sampling from Real-world Software Product Lines. In 44th International Conference on Software Engineering (ICSE’22), May 21-29, 2022, Pittsburgh, PA, USA. ACM, New York, NY, USA, 13 pages. https://doi.org/10.1145/3510003.3510053
DOI: 10.34740/kaggle/dsv/3016144
title: Omicron daily cases by country (COVID-19 variant)
DOI: 10.17633/rd.brunel.18016595
title: Changes in functional connectivity associated with facial expression processing over the working adult lifespan [DATA + ANALYSIS]

description: ageing_connectivity_data.zip ARCHIVE - conn_project02.mat - connectivity_maps.zip ARCHIVE --- [.nii files for each Participant / Condition / Source] - connectivity_recognition_correlation.m --- [Matlab script to calculate voxel-wise correlations between connectivity and expression recognition] - effectOfAgeComparison.m --- [Matlab script to visualise conn_project02.mat data]<br> - findPeakValues.m --- [Matlab script to extract t and F statistic values of peak voxels in an image] - participant_data.mat - recognition_age_correlation.m --- [Matlab script to calculate correlation between recognition accuracy and age] - Results.zip --- [image files for each region] - splitClusters.m --- [Matlab script to export separate images for each thresholded SPM cluster]
DOI: 10.17633/rd.brunel.18016595.v1
title: Changes in functional connectivity associated with facial expression processing over the working adult lifespan [DATA + ANALYSIS]

description: ageing_connectivity_data.zip ARCHIVE - conn_project02.mat - connectivity_maps.zip ARCHIVE --- [.nii files for each Participant / Condition / Source] - connectivity_recognition_correlation.m --- [Matlab script to calculate voxel-wise correlations between connectivity and expression recognition] - effectOfAgeComparison.m --- [Matlab script to visualise conn_project02.mat data]<br> - findPeakValues.m --- [Matlab script to extract t and F statistic values of peak voxels in an image] - participant_data.mat - recognition_age_correlation.m --- [Matlab script to calculate correlation between recognition accuracy and age] - Results.zip --- [image files for each region] - splitClusters.m --- [Matlab script to export separate images for each thresholded SPM cluster]
DOI: 10.6084/m9.figshare.14397131
title: Complete de novo assembly of Wolbachia endosymbiont of Diaphorina citri Kuwayama (Hemiptera: Liviidae) using long-read genome sequencing

description: Supplementary files for complete de novo assembly of Wolbachia endosymbiont of Diaphorina citri Kuwayama (Hemiptera: Liviidae) using long-read genome sequencing
DOI: 10.15468/c8xrkq
title: A third species of Parakermania Vandel, 1973 (Isopoda: Oniscidea: Armadillidae) from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Hong, Xinkai, Wang, Yutao, Li, Weichun (2022): A third species of Parakermania Vandel, 1973 (Isopoda: Oniscidea: Armadillidae) from China. Zootaxa 5087 (3): 484-488, DOI: https://doi.org/10.11646/zootaxa.5087.3.5
DOI: 10.5519/qd.33blu5ng
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3 records)
DOI: 10.5281/zenodo.5828118
title: LMT database 2 Shank2-KO & 2 Shank2-WT mice exp 8269

description: LMT database 2 Shank2-KO & 2 Shank2-WT mice exp 8269 - processed
DOI: 10.5281/zenodo.5828117
title: LMT database 2 Shank2-KO & 2 Shank2-WT mice exp 8269

description: LMT database 2 Shank2-KO & 2 Shank2-WT mice exp 8269 - processed
DOI: 10.14272/jxorryxwzbfirf-uhfffaoysa-n/chmo0000596.1
title: distortionless enhancement with polarization transfer (DEPT) ()
title: InChI=1S/C20H19FO2/c1-12(2)17-9-4-13(3)19-18(17)11-15(20(22)23-19)10-14-5-7-16(21)8-6-14/h4-9,11-12H,10H2,1-3H3

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.5281/zenodo.5828204
title: Data for: Optimizing broad ion beam polishing of zircaloy-4 for electron backscatter diffraction analysis

description: This is the data to support a manuscript that explores how to optimize sample preparation of zircaloy-4 using broad ion beam polishing. If you wish to follow-up on this data, please contact Dr Ben Britton (ben.britton@ubc.ca). The data was collected and curated by Ning Fang and Ruth Birch.