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Fig. 30 in Further additions to the knowledge of Strumigenys (Formicidae: Myrmicinae) within South East Asia, with the descriptions of 20 new species

Fig. 30. New species records of Strumigenys Smith, 1860 in full-face, profile and dorsal views. A–C. Worker of S. membranifera Emery, 1869 from Vietnam (NN-S56-sp01). D–F. Worker of S. minutula Terayama & Kubota, 1989 from Hainan, mainland China (HNA-01641). G–I. Worker of S. mitis (Brown, 2000) from Hainan, mainland China (HNA-00275).

Fig. 1. Seta shape terminologies. 1. Fine. 2–3. Stout and truncated. 4–5. Plank-like. 6–7. Acicular. 8. Narrowly elliptic. 9. Elliptic. 10. Linear. 11 in Further additions to the knowledge of Strumigenys (Formicidae: Myrmicinae) within South East Asia, with the descriptions of 20 new species

Fig. 1. Seta shape terminologies. 1. Fine. 2–3. Stout and truncated. 4–5. Plank-like. 6–7. Acicular. 8. Narrowly elliptic. 9. Elliptic. 10. Linear. 11. Short linear or short subspatulate. 12–13. Subspatulate. 14–15. Spatulate. 16–17. Oblanceolate. 18–19. Small obovate. 20. Large obovate. 21. Suborbicular / orbicular. 22. Orbicular. 23. Remiform. 24. Remiform / narrowly claviform (red arrow). 25–26. Claviform. 27. Shoehorn-shaped. 28. Spoon-shaped.

Code and Source Data for "Knowledge-Guided Machine Learning can improve C cycle quantification in agroecosystems"

Datasets for code and Source Data for the study "Knowledge-Guided Machine Learning can improve C cycle quantification in agroecosystems" https://doi.org/10.1038/s41467-023-43860-5. All files belong to Licheng Liu and Zhenong Jin at University of Minnesota. deposit_code_v2.zip contains packaged codes and sample runs for KGML-ag-Carbon training, validation and implementations. Source Data.zip contains data for generating the figures inside the study.  Note: We used Pytorch 1.6.0 (<a href="https://pytorch.org/get-started/previous-versions/">https://pytorch.org/get-started/previous-versions/</a>, last access: 21 Oct 2023) and Python 3.7.11 (<a href="https://www.python.org/downloads/release/python-3711/">https://www.python.org/downloads/release/python-3711/</a>, last access: 21 Oct 2023) as the programming environment for model development. Statistical analysis, such as linear regression, was conducted using Statsmodels 0.14.0 (<a href="https://github.com/statsmodels/statsmodels/">https://github.com/statsmodels/statsmodels/</a>, last access: 21 Oct 2023) In order to use a GPU to speed-up the training process, we installed the CUDA Toolkit 10.1.243 (<a href="https://developer.nvidia.com/cuda-toolkit">https://developer.nvidia.com/cuda-toolkit</a>, last access: 21 Oct 2023).  To use the full kgml_lib function, please create a new environment with the same python and libs above.

Expanding the chemical space using a Chemical Reaction Knowledge Graph

This contains:<ul><li>the reaction graph dataset used to train the link prediction model</li></ul>Homepage: https://github.com/MolecularAI/reaction-graph-link-prediction

Figs 140-145 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 140-145: male genital segment, sternite of the same, aedeagus of Atopolinus leigong nov.sp (140-142); tergite, sternite of the male genital segment, aedeagus of Atopolinus guiheshang nov.sp. (143-145) (bar scale: 0,1 mm).

Figs 108-115 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 108-115: aedeagus (bar scale: 0,5 mm) of Atopolinus hanmi nov.sp. (108); male genital segment, sternite of the same, aedeagus (bar scale: 0,1 mm) of Atopolinus xizang nov.sp. (109- 111); sixth visible abdominal tergite and sternite, tergite and sternite of the male genital segment of Atopolinus tangi nov.sp. (112-115).

Figs 39-46 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 39-46: sixth visible abdominal sternite, tergite and sternite of the male genital segment, aedeagus (bar scale: 0,1 mm) of Metolinus manfei nov.sp. (39-42); sixth visible abdominal sternite, tergite and sternite of the male genital segment, aedeagus (bar scale: 0,1 mm) of Metolinus nabanhe nov.sp. (43-46).

Figs 134-139 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 134-139: male genital segment, sternite of the same, aedeagus of Atopolinus subruber nov.sp. (134-136); tergite, sternite of the male genital segment, aedeagus of Atopolinus longwang nov.sp. (137-139) (bar scale: 0,1 mm).

Figs 35-38 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 35-38: forebody (bar scale: 1 mm), labrum of Achmonia submontana nov.sp. (35-36); head and pronotum (bar scale: 1 mm), labrum of Achmonia submontana nov.sp. (35-36); forebody (bar scale: 1mm), labrum of Oculolabrus qiqi nov.sp. (37-38).

Figs 129-133 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 129-133: sixth visible abdominal tergite and sternite, male genital segment, sternite of the same, aedeagus (bar scale: 0,1 mm) of Atopolinus sinuatus nov.sp.

Figs 1-7 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 1-7: tergite, sternite of the male genital segment, aedeagus of Pachycorynus helvus nov.sp. (1- 3) (bar scale: 0,1 mm); head and pronoum (bar scale: 1 mm), labrum, tergite, sternite of the male genital segment of Thyreocephalus macrophallus nov.sp. (4-7).

Figs 19-24 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 19-24: head and pronoum (bar scale: 1 mm), labrum, tergite, sternite of the male genital segment, aedeagus (bar scale: 0,5 mm) with particular of the scales of Achmonia yunnana nov.sp.

Figs 85-94 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 85-94: maxillary palpus, labial palpus, tergite, sternite of the male genital segment, aedeagus (bar scale: 0,5 mm) with particular of the scales of Sinichella nov.gen. chengkou nov.sp. (85-90); sixth visible abdominal tergite and sternite, male genital segment, sternite of the same of Emathidis humerosa (BERNHAUER) (91-94).

Figs 63-72 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 63-72: tergite, sternite of the male genital segment, aedeagus (bar scale: 0,1 mm), paramere in lateral view of Gyrohypnus qinghai nov.sp. (63-66); sixth visible abdominal tergite and sternite, tergite and sternite of the male genital segment, aedeagus (bar scale: 0,1 mm), with particular of the scales of Hypnogyra henanica nov.sp. (67-72).

Figs 121-128 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 121-128: posterior margin of the sixth visible abdominal tergite, male genital segment, sternite of the same, aedeagus (bar scale: 0,1 mm) of Atopolinus heiwadi nov.sp. (121-124); sixth visible abdominal tergite and sternite, male genital segment, sternite of the same of Atopolinus ovaliceps (SCHEERPELTZ) (125-128).

Figs 101-107 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 101-107: posterior margin of the sixth visible abdominal tergite, male genital segment, sternite of the same, aedeagus (bar scale: 0,5 mm) of Indomorphus yunnanus BORDONI (101-104); sixth visible abdominal tergite, tergite and sternite of the male genital segment of Atopolinus hanmi nov.sp. (105-107).

Figs 95-100 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 95-100: aedeagus (bar scale: 0,1 mm) of Emathidis humerosa (BERNHAUER) (95); sixth visible abdominal tergite and sternite, tergite and sternite of the male genital segment, aedeagus (bar scale: 0,5 mm) of Indomorphus spinosus nov.sp. (96-100).

Figs 116-120 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 116-120: aedeagus (bar scale: 0,1 mm) of Atopolinus tangi nov.sp. (116-117); male genital segment, sternite of the same, aedeagus (bar scale: 0,5 mm) of Atopolinus microtergalis nov.sp. (118-120).

Figs 56-62 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 56-62: tergite, sternite of the male genital segment, aedeagus (bar scale: 0,1 mm) of Talliella sinica nov.sp. (56-58); male genital segment, sternite of the same, aedeagus (bar scal: 0,1 mm) and particular of the scales of Indolinus leigong nov.sp. (59-62).

Figs 13-18 in New data on the Xantholinini from China. 24. New genus, new species and new records of the Shanghai Normal University collection (Coleoptera, Staphylinidae) 244° contribution to the knowledge of the Staphylinidae

Figs 13-18: aedeagus of Thyreocephalus depressus nov.sp (13) (bar scale: 0,5 mm); head and pronoum (bar scale: 1 mm), labrum, tergite, sternite of the male genital segment, aedeagus (bar scale: 0,5 mm) of Thyreocephalus pseudolorquini nov.sp. (14-18).