cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13319479
title: Lindquist et al, 1998

description: Lindquist, E. D., Hetherington, T. E., & Volman, S. F. (1998). Biomechanical and neurophysiological studies on audition in eared and earless harlequin frogs ( Atelopus ). Journal of Comparative Physiology A: Sensory, Neural, and Behavioral Physiology, 183(2), 265–271. https://doi.org/10.1007/s003590050254
DOI: 10.5281/zenodo.13316353
title: Kappeler PM et al, 2013: Kappeler et al, 2013

description: Kappeler PM, Barrett L, Blumstein DT, Clutton-Brock TH. 2013. Constraints and flexibility in mammalian social behaviour: introduction and synthesis. Phil. Trans. R. Soc. B 2013 368 20120337; DOI: 10.1098/rstb.2012.0337Kappeler PM, Barrett L, Blumstein DT, Clutton-Brock TH. 2013. Constraints and flexibility in mammalian social behaviour: introduction and synthesis. Phil. Trans. R. Soc. B 2013 368 20120337; DOI: 10.1098/rstb.2012.0337
DOI: 10.5281/zenodo.13319478
title: Lindquist et al, 1998

description: Lindquist, E. D., Hetherington, T. E., & Volman, S. F. (1998). Biomechanical and neurophysiological studies on audition in eared and earless harlequin frogs ( Atelopus ). Journal of Comparative Physiology A: Sensory, Neural, and Behavioral Physiology, 183(2), 265–271. https://doi.org/10.1007/s003590050254
DOI: 10.5281/zenodo.14901269
title: Dataset for magnetic soliton motion, generation and soliton-driven domain wall motion
DOI: 10.5281/zenodo.14901270
title: Dataset for magnetic soliton motion, generation and soliton-driven domain wall motion
DOI: 10.5281/zenodo.13315730
title: Reid et al, 2012

description: Reid WDK, Wigham BD, McGill RAR, Polunin NVC (2012) Elucidating trophic pathways in benthic deep-sea assemblages of the Mid-Atlantic Ridge north and south of the Charlie-Gibbs Fracture Zone. Mar Ecol Prog Ser 463:89-103. doi:10.3354/meps09863
DOI: 10.5281/zenodo.13315731
title: Reid et al, 2012

description: Reid WDK, Wigham BD, McGill RAR, Polunin NVC (2012) Elucidating trophic pathways in benthic deep-sea assemblages of the Mid-Atlantic Ridge north and south of the Charlie-Gibbs Fracture Zone. Mar Ecol Prog Ser 463:89-103. doi:10.3354/meps09863
DOI: 10.5281/zenodo.13316352
title: Kappeler PM et al, 2013: Kappeler et al, 2013

description: Kappeler PM, Barrett L, Blumstein DT, Clutton-Brock TH. 2013. Constraints and flexibility in mammalian social behaviour: introduction and synthesis. Phil. Trans. R. Soc. B 2013 368 20120337; DOI: 10.1098/rstb.2012.0337Kappeler PM, Barrett L, Blumstein DT, Clutton-Brock TH. 2013. Constraints and flexibility in mammalian social behaviour: introduction and synthesis. Phil. Trans. R. Soc. B 2013 368 20120337; DOI: 10.1098/rstb.2012.0337
DOI: 10.5281/zenodo.13316108
title: Appeltans et al, 2012: Appeltans et al

description: Appeltans et al. 2012. The Magnitude of Global Marine Species Diversity. Current Biology 22, 2189–2202. dx.doi.org/10.1016/j.cub.2012.09.036
DOI: 10.5281/zenodo.14228565
title: "WLRI-HRC" - A Dataset of Infrared Images for Human-Robot Collaboration in Manufacturing Environment

description: This repository contains all needed data sets for the contribution in  Journal of Sensors and Sensor Systems  "Enhancing human–robot collaboration with thermal images and deep neural networks: the unique thermal industrial dataset WLRI-HRC and evaluation of convolutional neural networks". You may use this data for scientific, non-commercial purposes, provided that you give credit to the owners when publishing any work based on this data.

DOI: 10.5194/jsss-14-37-2025

 

or as BibTex:



@article{sume_enhancing_2025,

    title = {Enhancing human–robot collaboration with thermal images and deep neural networks: the unique thermal industrial dataset {WLRI}-{HRC} and evaluation of convolutional neural networks},

    volume = {14},

    issn = {2194-8771},

    shorttitle = {Enhancing human–robot collaboration with thermal images and deep neural networks},

    url = {https://jsss.copernicus.org/articles/14/37/2025/},

    doi = {10.5194/jsss-14-37-2025},

    abstract = {This contribution introduces the use of convolutional neural networks to detect humans and collaborative robots (cobots) in human–robot collaboration (HRC) workspaces based on their thermal radiation fingerprint. The unique data acquisition includes an infrared camera, two cobots, and up to two persons walking and interacting with the cobots in real industrial settings. The dataset also includes different thermal distortions from other heat sources. In contrast to data from the public environment, this data collection addresses the challenges of indoor manufacturing, such as heat distortions from the environment, and allows for it to be applicable in indoor manufacturing. The Work-Life Robotics Institute HRC (WLRI-HRC) dataset contains 6485 images with over 20 000 instances to detect. In this research, the dataset is evaluated for implementation by different convolutional neural networks: first, one-stage methods, i.e., You Only Look Once (YOLO v5, v8, v9 and v10) in different model sizes and, secondly, two-stage methods with Faster R-CNN with three variants of backbone structures (ResNet18, ResNet50 and VGG16). The results indicate promising results with the best mean average precision at an intersection over union (IoU) of 50 (mAP50) value achieved by YOLOv9s (99.4 \%), the best mAP50-95 value achieved by YOLOv9s and YOLOv8m (90.2 \%), and the fastest prediction time of 2.2 ms achieved by the YOLOv10n model. Further differences in detection precision and time between the one-stage and multi-stage methods are discussed. Finally, this paper examines the possibility of the Clever Hans phenomenon to verify the validity of the training data and the models’ prediction capabilities.},

    language = {English},

    number = {1},

    journal = {Journal of Sensors and Sensor Systems},

    author = {Süme, Sinan and Ponomarjova, Katrin-Misel and Wendt, Thomas M. and Rupitsch, Stefan J.},

    month = feb,

    year = {2025},

    note = {Publisher: Copernicus GmbH},

    pages = {37--46},

}
DOI: 10.5281/zenodo.13305288
title: IOC World Bird List (IOC) - active: IOC World Bird List

description: This is a Darwin Core Archive version of data from the [IOC World Bird List](http://www.worldbirdnames.org/ "
http://www.worldbirdnames.org"). The IOC World Bird List is an open access resource of the international community of ornithologists. Their goal is to facilitate worldwide communication in ornithology and conservation based on an up-to-date classification of world birds and a set of English names that follows explicit guidelines for spelling and construction (Gill & Wright 2006). Citation: Gill, F & D Donsker (Eds). 2017. IOC World Bird List (v 7.1). doi: [10.14344/IOC.ML.7.1] (
http://doi.org/10.14344/IOC.ML.7.1) [More...](
http://www.worldbirdnames.org/ "
http://www.worldbirdnames.org")
Simple version without higher classification.












The Encyclopedia of Life (EOL, eol.org) aggregates biodiversity information from more than 400 sources and provides access to the data through taxon pages, visual query and application programming interfaces. Scientific names are essential elements of the data integration infrastructure, but their shortcomings as key identifiers are well documented (Patterson et al., 2016). Complex automated workflows and continuous manual curation are required to address idiosyncrasies of source taxonomies, variation in data quality, and conflicting taxonomic opinions. 

To achieve a harmonized taxonomic view of EOL content, names from data sources are mapped to a dynamic reference hierarchy ([see current version here](
https://opendata.eol.org/dataset/tram-807-808-809-810-dh-v1-1/resource/00adb47b-57ed-4f6b-8f66-83bfdb5120e8)) using an algorithm that leverages canonical name strings, hierarchical information (ancestry, descendants), taxonomic ranks, synonym data, and author strings. Names that cannot be associated with a reference taxon are still accessible, but their unmapped status excludes them and any associated content from certain core EOL functions.

For more information about the EOL taxonomy, see [EOL Dynamic Hierarchy](
https://eol.org/docs/eol-dynamic-hierarchy)
DOI: 10.5281/zenodo.13313781
title: Wright et al, 2014

description: Wright NA, Gregory TR, Witt CC. 2014 Metabolic __engines__ of flight drive genome size reduction in birds. Proc. R. Soc. B 281: 20132780. http://dx.doi.org/10.1098/rspb.2013.2780
DOI: 10.5281/zenodo.13313782
title: Wright et al, 2014

description: Wright NA, Gregory TR, Witt CC. 2014 Metabolic __engines__ of flight drive genome size reduction in birds. Proc. R. Soc. B 281: 20132780. http://dx.doi.org/10.1098/rspb.2013.2780
DOI: 10.5281/zenodo.13316109
title: Appeltans et al, 2012: Appeltans et al

description: Appeltans et al. 2012. The Magnitude of Global Marine Species Diversity. Current Biology 22, 2189–2202. dx.doi.org/10.1016/j.cub.2012.09.036
DOI: 10.5281/zenodo.14228564
title: "WLRI-HRC" - A Dataset of Infrared Images for Human-Robot Collaboration in Manufacturing Environment

description: This repository contains all needed data sets for the contribution in  Journal of Sensors and Sensor Systems  "Enhancing human–robot collaboration with thermal images and deep neural networks: the unique thermal industrial dataset WLRI-HRC and evaluation of convolutional neural networks". You may use this data for scientific, non-commercial purposes, provided that you give credit to the owners when publishing any work based on this data.

DOI: 10.5194/jsss-14-37-2025

 

or as BibTex:



@article{sume_enhancing_2025,

    title = {Enhancing human–robot collaboration with thermal images and deep neural networks: the unique thermal industrial dataset {WLRI}-{HRC} and evaluation of convolutional neural networks},

    volume = {14},

    issn = {2194-8771},

    shorttitle = {Enhancing human–robot collaboration with thermal images and deep neural networks},

    url = {https://jsss.copernicus.org/articles/14/37/2025/},

    doi = {10.5194/jsss-14-37-2025},

    abstract = {This contribution introduces the use of convolutional neural networks to detect humans and collaborative robots (cobots) in human–robot collaboration (HRC) workspaces based on their thermal radiation fingerprint. The unique data acquisition includes an infrared camera, two cobots, and up to two persons walking and interacting with the cobots in real industrial settings. The dataset also includes different thermal distortions from other heat sources. In contrast to data from the public environment, this data collection addresses the challenges of indoor manufacturing, such as heat distortions from the environment, and allows for it to be applicable in indoor manufacturing. The Work-Life Robotics Institute HRC (WLRI-HRC) dataset contains 6485 images with over 20 000 instances to detect. In this research, the dataset is evaluated for implementation by different convolutional neural networks: first, one-stage methods, i.e., You Only Look Once (YOLO v5, v8, v9 and v10) in different model sizes and, secondly, two-stage methods with Faster R-CNN with three variants of backbone structures (ResNet18, ResNet50 and VGG16). The results indicate promising results with the best mean average precision at an intersection over union (IoU) of 50 (mAP50) value achieved by YOLOv9s (99.4 \%), the best mAP50-95 value achieved by YOLOv9s and YOLOv8m (90.2 \%), and the fastest prediction time of 2.2 ms achieved by the YOLOv10n model. Further differences in detection precision and time between the one-stage and multi-stage methods are discussed. Finally, this paper examines the possibility of the Clever Hans phenomenon to verify the validity of the training data and the models’ prediction capabilities.},

    language = {English},

    number = {1},

    journal = {Journal of Sensors and Sensor Systems},

    author = {Süme, Sinan and Ponomarjova, Katrin-Misel and Wendt, Thomas M. and Rupitsch, Stefan J.},

    month = feb,

    year = {2025},

    note = {Publisher: Copernicus GmbH},

    pages = {37--46},

}
DOI: 10.5281/zenodo.13319031
title: Stal, 2009

description: Stal, L.J. (2009), Is the distribution of nitrogen‐fixing cyanobacteria in the oceans related to temperature?. Environmental Microbiology, 11: 1632-1645. https://doi.org/10.1111/j.1758-2229.2009.00016.x
DOI: 10.5281/zenodo.13319032
title: Stal, 2009

description: Stal, L.J. (2009), Is the distribution of nitrogen‐fixing cyanobacteria in the oceans related to temperature?. Environmental Microbiology, 11: 1632-1645. https://doi.org/10.1111/j.1758-2229.2009.00016.x
DOI: 10.5281/zenodo.13319260
title: Hunt, 2007: Hunt 2007

description: GENE HUNT. 2007. "MORPHOLOGY, ONTOGENY, AND PHYLOGENETICS OF THE GENUS POSEIDONAMICUS (OSTRACODA: THAEROCYTHERINAE)," Journal of Paleontology, 81(4), 607-631, (1 July 2007). https://doi.org/10.1666/pleo0022-3360(2007)081[0607:MOAPOT]2.0.CO;2
DOI: 10.5281/zenodo.13240329
title: IOC World Bird List (IOC) - active: IOC World Bird List

description: This is a Darwin Core Archive version of data from the [IOC World Bird List](http://www.worldbirdnames.org/ "
http://www.worldbirdnames.org"). The IOC World Bird List is an open access resource of the international community of ornithologists. Their goal is to facilitate worldwide communication in ornithology and conservation based on an up-to-date classification of world birds and a set of English names that follows explicit guidelines for spelling and construction (Gill & Wright 2006). Citation: Gill, F & D Donsker (Eds). 2017. IOC World Bird List (v 7.1). doi: [10.14344/IOC.ML.7.1] (
http://doi.org/10.14344/IOC.ML.7.1) [More...](
http://www.worldbirdnames.org/ "
http://www.worldbirdnames.org")
Simple version without higher classification.












The Encyclopedia of Life (EOL, eol.org) aggregates biodiversity information from more than 400 sources and provides access to the data through taxon pages, visual query and application programming interfaces. Scientific names are essential elements of the data integration infrastructure, but their shortcomings as key identifiers are well documented (Patterson et al., 2016). Complex automated workflows and continuous manual curation are required to address idiosyncrasies of source taxonomies, variation in data quality, and conflicting taxonomic opinions. 

To achieve a harmonized taxonomic view of EOL content, names from data sources are mapped to a dynamic reference hierarchy ([see current version here](
https://opendata.eol.org/dataset/tram-807-808-809-810-dh-v1-1/resource/00adb47b-57ed-4f6b-8f66-83bfdb5120e8)) using an algorithm that leverages canonical name strings, hierarchical information (ancestry, descendants), taxonomic ranks, synonym data, and author strings. Names that cannot be associated with a reference taxon are still accessible, but their unmapped status excludes them and any associated content from certain core EOL functions.

For more information about the EOL taxonomy, see [EOL Dynamic Hierarchy](
https://eol.org/docs/eol-dynamic-hierarchy)
DOI: 10.5281/zenodo.13319122
title: Lovegrove and Haines, 2004

description: Lovegrove, B.G., Haines, L. The evolution of placental mammal body sizes: evolutionary history, form, and function. Oecologia 138, 13–27 (2004).

 

https://doi.org/10.1007/s00442-003-1376-3
DOI: 10.5281/zenodo.13319261
title: Hunt, 2007: Hunt 2007

description: GENE HUNT. 2007. "MORPHOLOGY, ONTOGENY, AND PHYLOGENETICS OF THE GENUS POSEIDONAMICUS (OSTRACODA: THAEROCYTHERINAE)," Journal of Paleontology, 81(4), 607-631, (1 July 2007). https://doi.org/10.1666/pleo0022-3360(2007)081[0607:MOAPOT]2.0.CO;2
DOI: 10.5281/zenodo.13319456
title: Bok et al, 2016

description: Michael J. Bok, María Capa, Dan-Eric Nilsson, Here, There and Everywhere: The Radiolar Eyes of Fan Worms (Annelida, Sabellidae), Integrative and Comparative Biology, Volume 56, Issue 5, November 2016, Pages 784–795, https://doi.org/10.1093/icb/icw089	
https://doi.org/10.1093/icb/icw089
DOI: 10.5281/zenodo.13319457
title: Bok et al, 2016

description: Michael J. Bok, María Capa, Dan-Eric Nilsson, Here, There and Everywhere: The Radiolar Eyes of Fan Worms (Annelida, Sabellidae), Integrative and Comparative Biology, Volume 56, Issue 5, November 2016, Pages 784–795, https://doi.org/10.1093/icb/icw089	
https://doi.org/10.1093/icb/icw089
DOI: 10.5281/zenodo.13319121
title: Lovegrove and Haines, 2004

description: Lovegrove, B.G., Haines, L. The evolution of placental mammal body sizes: evolutionary history, form, and function. Oecologia 138, 13–27 (2004).

 

https://doi.org/10.1007/s00442-003-1376-3
DOI: 10.5281/zenodo.13319172
title: Kolasa and Tyler, 2010

description: Kolasa, J., Tyler S. 2010. Flatworms: Turbellarians and Nemertea. In: Ecology and Classification of North American Freshwater Invertebrates (Third Edition). Academic Press. https://doi.org/10.1016/B978-0-12-374855-3.00006-6
DOI: 10.5281/zenodo.13319173
title: Kolasa and Tyler, 2010

description: Kolasa, J., Tyler S. 2010. Flatworms: Turbellarians and Nemertea. In: Ecology and Classification of North American Freshwater Invertebrates (Third Edition). Academic Press. https://doi.org/10.1016/B978-0-12-374855-3.00006-6
DOI: 10.5281/zenodo.13319139
title: Lindsey, 1978

description: C.C. Lindsey. 1978. Form, Function, and Locomotory Habits in Fish. Fish Physiology, Volume 7, Pages 1-100. https://doi.org/10.1016/S1546-5098(08)60163-6
DOI: 10.5281/zenodo.13319140
title: Lindsey, 1978

description: C.C. Lindsey. 1978. Form, Function, and Locomotory Habits in Fish. Fish Physiology, Volume 7, Pages 1-100. https://doi.org/10.1016/S1546-5098(08)60163-6
DOI: 10.5281/zenodo.13322009
title: Olalla-Tárraga, M. Á. and Rodríguez, M. Á, 2007: Olalla-Tárraga, M. Á. and Rodríguez, M. Á., 2007

description: Olalla-Tárraga, M. Á. and Rodríguez, M. Á. (2007), Energy and interspecific body size patterns of amphibian faunas in Europe and North America: anurans follow Bergmann__s rule, urodeles its converse. Global Ecology and Biogeography, 16: 606–617. doi: 10.1111/j.1466-8238.2007.00309.xOlalla-Tárraga, M. Á. and Rodríguez, M. Á. (2007), Energy and interspecific body size patterns of amphibian faunas in Europe and North America: anurans follow Bergmann__s rule, urodeles its converse. Global Ecology and Biogeography, 16: 606–617. doi: 10.1111/j.1466-8238.2007.00309.x
DOI: 10.5281/zenodo.13322010
title: Olalla-Tárraga, M. Á. and Rodríguez, M. Á, 2007: Olalla-Tárraga, M. Á. and Rodríguez, M. Á., 2007

description: Olalla-Tárraga, M. Á. and Rodríguez, M. Á. (2007), Energy and interspecific body size patterns of amphibian faunas in Europe and North America: anurans follow Bergmann__s rule, urodeles its converse. Global Ecology and Biogeography, 16: 606–617. doi: 10.1111/j.1466-8238.2007.00309.xOlalla-Tárraga, M. Á. and Rodríguez, M. Á. (2007), Energy and interspecific body size patterns of amphibian faunas in Europe and North America: anurans follow Bergmann__s rule, urodeles its converse. Global Ecology and Biogeography, 16: 606–617. doi: 10.1111/j.1466-8238.2007.00309.x
DOI: 10.5281/zenodo.14901419
title: AMPERE Summary Plot Movies (2010-May)

description: 2010-May AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.5281/zenodo.14901420
title: AMPERE Summary Plot Movies (2010-May)

description: 2010-May AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.5281/zenodo.13319189
title: Smith, 1937

description: Smith, J. (1937). The Structure and Function of the Tube Feet in Certain Echinoderms. Journal of the Marine Biological Association of the United Kingdom, 22(1), 345-357. https://doi.org/10.1017/S0025315400012042. 
 
http://plymsea.ac.uk/id/eprint/966/1/The_structure_and_function_of_the_tube_feet_in_certain_echinoderms.pdf
DOI: 10.5281/zenodo.13319462
title: Geisler et al, 2014

description: Geisler, J., Colbert, M. & Carew, J. A new fossil species supports an early origin for toothed whale echolocation. Nature 508, 383–386 (2014). 
 https://doi.org/10.1038/nature13086
DOI: 10.5281/zenodo.13319463
title: Geisler et al, 2014

description: Geisler, J., Colbert, M. & Carew, J. A new fossil species supports an early origin for toothed whale echolocation. Nature 508, 383–386 (2014). 
 https://doi.org/10.1038/nature13086
DOI: 10.5281/zenodo.13320380
title: Genikhovich and Technau, 2017

description: Grigory Genikhovich, Ulrich Technau; On the evolution of bilaterality. Development 1 October 2017; 144 (19): 3392–3404. doi: https://doi.org/10.1242/dev.141507
DOI: 10.5281/zenodo.13320381
title: Genikhovich and Technau, 2017

description: Grigory Genikhovich, Ulrich Technau; On the evolution of bilaterality. Development 1 October 2017; 144 (19): 3392–3404. doi: https://doi.org/10.1242/dev.141507
DOI: 10.5281/zenodo.13319072
title: Geng and Mu, 2005

description: Chunmei Geng, Yujing Mu. 2005. Carbonyl sulfide and dimethyl sulfide exchange between trees and the atmosphere. Atmospheric Environment, Volume 40, Issue 7, Pages 1373-1383. 
https://doi.org/10.1016/j.atmosenv.2005.10.023
DOI: 10.5281/zenodo.13319131
title: Lovegrove, 2004

description: Lovegrove, B.G. 2004. Locomotor Mode, Maximum Running Speed, and Basal Metabolic Rate in Placental Mammals. Physiological and Biochemical Zoology 2004 77:6, 916-928. https://doi.org/10.1086/425189
DOI: 10.5281/zenodo.13319132
title: Lovegrove, 2004

description: Lovegrove, B.G. 2004. Locomotor Mode, Maximum Running Speed, and Basal Metabolic Rate in Placental Mammals. Physiological and Biochemical Zoology 2004 77:6, 916-928. https://doi.org/10.1086/425189
DOI: 10.5281/zenodo.13319190
title: Smith, 1937

description: Smith, J. (1937). The Structure and Function of the Tube Feet in Certain Echinoderms. Journal of the Marine Biological Association of the United Kingdom, 22(1), 345-357. https://doi.org/10.1017/S0025315400012042. 
 
http://plymsea.ac.uk/id/eprint/966/1/The_structure_and_function_of_the_tube_feet_in_certain_echinoderms.pdf
DOI: 10.5281/zenodo.13319360
title: Daniels et al, 2002

description: Daniels, S. R., Heideman, N., Hendricks, M., & Willson, B. (2002). A molecular phylogeny for the South African limbless lizard taxa of the subfamily Acontinae (Sauria: Scincidae) with special emphasis on relationships within Acontias. Molecular Phylogenetics and Evolution, 24(2), 315–323. doi:10.1016/s1055-7903(02)00217-8	https://doi.org/10.1016/S1055-7903(02)00217-8
DOI: 10.5281/zenodo.13319071
title: Geng and Mu, 2005

description: Chunmei Geng, Yujing Mu. 2005. Carbonyl sulfide and dimethyl sulfide exchange between trees and the atmosphere. Atmospheric Environment, Volume 40, Issue 7, Pages 1373-1383. 
https://doi.org/10.1016/j.atmosenv.2005.10.023
DOI: 10.5281/zenodo.13319315
title: Nilsson, 2013

description: NILSSON, D. (2013). Eye evolution and its functional basis. Visual Neuroscience, 30(1-2), 5-20. doi:10.1017/S0952523813000035	https://doi.org/10.1017/S0952523813000035
DOI: 10.5281/zenodo.13319359
title: Daniels et al, 2002

description: Daniels, S. R., Heideman, N., Hendricks, M., & Willson, B. (2002). A molecular phylogeny for the South African limbless lizard taxa of the subfamily Acontinae (Sauria: Scincidae) with special emphasis on relationships within Acontias. Molecular Phylogenetics and Evolution, 24(2), 315–323. doi:10.1016/s1055-7903(02)00217-8	https://doi.org/10.1016/S1055-7903(02)00217-8
DOI: 10.5281/zenodo.13319011
title: Woodward et al 2016

description: Woodward W. Fischer, James Hemp, and Jena E. Johnson. 2016. Evolution of Oxygenic Photosynthesis. Annual Review of Earth and Planetary Sciences 2016 44:1, 647-683. https://doi.org/10.1146/annurev-earth-060313-054810
DOI: 10.5281/zenodo.13319012
title: Woodward et al 2016

description: Woodward W. Fischer, James Hemp, and Jena E. Johnson. 2016. Evolution of Oxygenic Photosynthesis. Annual Review of Earth and Planetary Sciences 2016 44:1, 647-683. https://doi.org/10.1146/annurev-earth-060313-054810
DOI: 10.5281/zenodo.13319314
title: Nilsson, 2013

description: NILSSON, D. (2013). Eye evolution and its functional basis. Visual Neuroscience, 30(1-2), 5-20. doi:10.1017/S0952523813000035	https://doi.org/10.1017/S0952523813000035