{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,14]],"date-time":"2026-10-14T04:46:41Z","timestamp":1791953201309,"version":"4.3.4"},"reference-count":44,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T00:00:00Z","timestamp":1777334400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T00:00:00Z","timestamp":1777334400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100004731","name":"Natural Science Foundation of Zhejiang Province","doi-asserted-by":"publisher","award":["LY22C060002"],"award-info":[{"award-number":["LY22C060002"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Biometeorol"],"published-print":{"date-parts":[[2026,5]]},"DOI":"10.1007\/s00484-026-03219-z","type":"journal-article","created":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T13:15:51Z","timestamp":1777382151000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Heat stress alters Drosophila locomotor behaviors in a sex-specific manner: a machine learning analysis"],"prefix":"10.1007","volume":"70","author":[{"given":"Yuxin","family":"Yang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fanhao","family":"Kong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hui","family":"Jin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9872-6322","authenticated-orcid":false,"given":"Jie","family":"Shen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,4,28]]},"reference":[{"key":"3219_CR1","doi-asserted-by":"publisher","first-page":"100378","DOI":"10.1016\/j.cosrev.2021.100378","volume":"40","author":"F Anowar","year":"2021","unstructured":"Anowar F, Sadaoui S, Selim B (2021) Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE) [Review]. Comput Sci Rev 40:100378. https:\/\/doi.org\/10.1016\/j.cosrev.2021.100378","journal-title":"Comput Sci Rev"},{"issue":"7","key":"3219_CR2","doi-asserted-by":"publisher","first-page":"e40506","DOI":"10.1371\/journal.pone.0040506","volume":"7","author":"R Ardekani","year":"2012","unstructured":"Ardekani R, Huang YM, Sancheti P, Stanciauskas R, Tavare S, Tower J (2012) Using GFP video to track 3D movement and conditional gene expression in free-moving flies. PLoS ONE 7(7):e40506. https:\/\/doi.org\/10.1371\/journal.pone.0040506","journal-title":"PLoS ONE"},{"key":"3219_CR3","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1016\/j.cois.2016.07.004","volume":"17","author":"CL Boggs","year":"2016","unstructured":"Boggs CL (2016) The fingerprints of global climate change on insect populations. Curr Opin Insect Sci 17:69\u201373. https:\/\/doi.org\/10.1016\/j.cois.2016.07.004","journal-title":"Curr Opin Insect Sci"},{"issue":"3","key":"3219_CR4","doi-asserted-by":"publisher","first-page":"339","DOI":"10.1111\/j.1469-185x.2008.00046.x","volume":"83","author":"K Bowler","year":"2008","unstructured":"Bowler K, Terblanche JS (2008) Insect thermal tolerance: what is the role of ontogeny, ageing and senescence? Biol Rev Camb Philos Soc 83(3):339\u2013355. https:\/\/doi.org\/10.1111\/j.1469-185x.2008.00046.x","journal-title":"Biol Rev Camb Philos Soc"},{"issue":"2","key":"3219_CR5","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1111\/j.2517-6161.1964.tb00553.x","volume":"26","author":"GEP Box","year":"1964","unstructured":"Box GEP, Cox DR (1964) An Analysis of Transformations. J Roy Stat Soc: Ser B (Methodol) 26(2):211\u2013243. https:\/\/doi.org\/10.1111\/j.2517-6161.1964.tb00553.x","journal-title":"J Roy Stat Soc: Ser B (Methodol)"},{"key":"3219_CR6","doi-asserted-by":"publisher","unstructured":"Cabrita A, Medeiros AM, Pereira T, Rodrigues AS, Kranendonk M, Mendes CS (2022) Motor dysfunction in Drosophila melanogaster as a biomarker for developmental neurotoxicity. Iscience 25(7). https:\/\/doi.org\/10.1016\/j.isci.2022.104541","DOI":"10.1016\/j.isci.2022.104541"},{"key":"3219_CR7","doi-asserted-by":"publisher","first-page":"103589","DOI":"10.1016\/j.jtherbio.2023.103589","volume":"114","author":"B Canal Domenech","year":"2023","unstructured":"Canal Domenech B, Fricke C (2023) Developmental heat stress interrupts spermatogenesis inducing early male sterility in Drosophila melanogaster. J Therm Biol 114:103589. https:\/\/doi.org\/10.1016\/j.jtherbio.2023.103589","journal-title":"J Therm Biol"},{"key":"3219_CR8","doi-asserted-by":"crossref","unstructured":"Cui X, Wan F, Xie M, Liu T (2008) Effects of heat shock on survival and reproduction of two whitefly species, Trialeurodes vaporariorum and Bemisia tabaci biotype B. J Insect Sci 8:24. <Go to ISI>:\/\/WOS:000254620200001","DOI":"10.1673\/031.008.2401"},{"issue":"5","key":"3219_CR9","doi-asserted-by":"publisher","first-page":"823","DOI":"10.1093\/evolut\/qpaf035","volume":"79","author":"AN De Nardo","year":"2025","unstructured":"De Nardo AN, Meena A, Maggu K, Eggs B, Sbilordo SH, L\u00fcpold S (2025) Experimental evolution reveals trade-offs between sexual selection and heat tolerance in Drosophila prolongata. Evolution 79(5):823\u2013836. https:\/\/doi.org\/10.1093\/evolut\/qpaf035","journal-title":"Evolution"},{"issue":"11","key":"3219_CR10","doi-asserted-by":"publisher","first-page":"1037","DOI":"10.1038\/s41558-022-01490-7","volume":"12","author":"K Duffy","year":"2022","unstructured":"Duffy K, Gouhier TC, Ganguly AR (2022) Climate-mediated shifts in temperature fluctuations promote extinction risk. Nat Clim Change 12(11):1037\u2013. https:\/\/doi.org\/10.1038\/s41558-022-01490-7","journal-title":"Nat Clim Change"},{"issue":"5487","key":"3219_CR11","doi-asserted-by":"publisher","first-page":"2068","DOI":"10.1126\/science.289.5487.2068","volume":"289","author":"DR Easterling","year":"2000","unstructured":"Easterling DR, Meehl GA, Parmesan C, Changnon SA, Karl TR, Mearns LO (2000) Climate extremes: observations, modeling, and impacts. Science 289(5487):2068\u20132074. https:\/\/doi.org\/10.1126\/science.289.5487.2068","journal-title":"Science"},{"key":"3219_CR12","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1146\/annurev.physiol.61.1.243","volume":"61","author":"ME Feder","year":"1999","unstructured":"Feder ME, Hofmann GE (1999) Heat-shock proteins, molecular chaperones, and the stress response: evolutionary and ecological physiology. Annu Rev Physiol 61:243\u2013282. https:\/\/doi.org\/10.1146\/annurev.physiol.61.1.243","journal-title":"Annu Rev Physiol"},{"issue":"4","key":"3219_CR13","doi-asserted-by":"publisher","first-page":"969","DOI":"10.1111\/gcb.16535","volume":"29","author":"EM F\u00f6rderer","year":"2023","unstructured":"F\u00f6rderer EM, R\u00f6dder D, Langer MR (2023) Global diversity patterns of larger benthic foraminifera under future climate change. Glob Chang Biol 29(4):969\u2013981. https:\/\/doi.org\/10.1111\/gcb.16535","journal-title":"Glob Chang Biol"},{"issue":"37","key":"3219_CR14","doi-asserted-by":"publisher","first-page":"e2201513119","DOI":"10.1073\/pnas.2201513119","volume":"119","author":"C Han","year":"2022","unstructured":"Han C, Peng Q, Sun M, Jiang X, Su X, Chen J, Ma M, Zhu H, Ji X, Pan Y (2022) The doublesex gene regulates dimorphic sexual and aggressive behaviors in Drosophila. Proc Natl Acad Sci USA 119(37):e2201513119. https:\/\/doi.org\/10.1073\/pnas.2201513119","journal-title":"Proc Natl Acad Sci USA"},{"issue":"4","key":"3219_CR15","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1080\/09670874.2011.590241","volume":"57","author":"JD Hansen","year":"2011","unstructured":"Hansen JD, Johnson JA, Winter DA (2011) History and use of heat in pest control: a review. Int J Pest Manage 57(4):267\u2013289. https:\/\/doi.org\/10.1080\/09670874.2011.590241","journal-title":"Int J Pest Manage"},{"issue":"6","key":"3219_CR16","doi-asserted-by":"publisher","first-page":"870","DOI":"10.1242\/jeb.037630","volume":"213","author":"AA Hoffmann","year":"2010","unstructured":"Hoffmann AA (2010) Physiological climatic limits in Drosophila: patterns and implications. J Exp Biol 213(6):870\u2013880. https:\/\/doi.org\/10.1242\/jeb.037630","journal-title":"J Exp Biol"},{"key":"3219_CR17","doi-asserted-by":"publisher","unstructured":"J\u00f8rgensen LB, Robertson RM, Overgaard J (2020) Neural dysfunction correlates with heat coma and CT(max) in Drosophila but does not set the boundaries for heat stress survival. J Exp Biol 223(Pt 13). https:\/\/doi.org\/10.1242\/jeb.218750","DOI":"10.1242\/jeb.218750"},{"key":"3219_CR18","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1146\/annurev.ento.54.110807.090507","volume":"54","author":"L Kang","year":"2009","unstructured":"Kang L, Chen B, Wei J-N, Liu T-X (2009) Roles of Thermal Adaptation and Chemical Ecology in Liriomyza Distribution and Control [Review; Book Chapter]. Ann Rev Entomol 54:127\u2013145. https:\/\/doi.org\/10.1146\/annurev.ento.54.110807.090507","journal-title":"Ann Rev Entomol"},{"key":"3219_CR19","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/j.jinsphys.2019.02.008","volume":"114","author":"C Kirk Green","year":"2019","unstructured":"Kirk Green C, Moore PJ, Sial AA (2019) Impact of heat stress on development and fertility of Drosophila suzukii Matsumura (Diptera: Drosophilidae). J Insect Physiol 114:45\u201352. https:\/\/doi.org\/10.1016\/j.jinsphys.2019.02.008","journal-title":"J Insect Physiol"},{"issue":"5","key":"3219_CR20","doi-asserted-by":"publisher","first-page":"3563","DOI":"10.1152\/jn.00723.2005","volume":"94","author":"MK Klose","year":"2005","unstructured":"Klose MK, Chu D, Xiao C, Seroude L, Robertson RM (2005) Heat shock-mediated thermoprotection of larval locomotion compromised by ubiquitous overexpression of Hsp70 in Drosophila melanogaster. J Neurophysiol 94(5):3563\u20133572. https:\/\/doi.org\/10.1152\/jn.00723.2005","journal-title":"J Neurophysiol"},{"issue":"10","key":"3219_CR21","doi-asserted-by":"publisher","first-page":"jeb247221","DOI":"10.1242\/jeb.247221","volume":"227","author":"A L\u00e9ger","year":"2024","unstructured":"L\u00e9ger A, Cormier SB, Blanchard A, Menail HA, Pichaud N (2024) Investigating the thermal sensitivity of key enzymes involved in the energetic metabolism of three insect species. J Exp Biol 227(10):jeb247221. https:\/\/doi.org\/10.1242\/jeb.247221","journal-title":"J Exp Biol"},{"issue":"4","key":"3219_CR22","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1641\/0006-3568(2006)56[311:TEVOES]2.0.CO;2","volume":"56","author":"JE Losey","year":"2006","unstructured":"Losey JE, Vaughan M (2006) The Economic Value of Ecological Services Provided by Insects. BioScience. 56(4):311\u2013323. https:\/\/doi.org\/10.1641\/0006-3568(2006)56[311:Tevoes]2.0.Co;2","journal-title":"Bioscience"},{"key":"3219_CR23","doi-asserted-by":"publisher","unstructured":"MacDonald P, Myers JH, Cory JS (2023) Warmer temperatures reduce the transmission of a virus in a gregarious forest insect. Ecology 104(10). https:\/\/doi.org\/10.1002\/ecy.4159","DOI":"10.1002\/ecy.4159"},{"key":"3219_CR24","doi-asserted-by":"publisher","first-page":"104127","DOI":"10.1016\/j.jtherbio.2025.104127","volume":"129","author":"SL Mallett","year":"2025","unstructured":"Mallett SL, Leahy L, Vaughan IP, Klaftenberger T, Cerd\u00e1 X, Wheatley LJ, Leyshon K, King S, Dawson W, Harrendence K, Wilker I, Bishop TR (2025) Automating thermal limits: continuous, objective, and high-throughput thermal data for small mobile ectotherms. J Therm Biol 129:104127. https:\/\/doi.org\/10.1016\/j.jtherbio.2025.104127","journal-title":"J Therm Biol"},{"key":"3219_CR25","doi-asserted-by":"publisher","unstructured":"Marguerite NT, Bernard J, Harrison DA, Harris D, Cooper RL (2021) Effect of temperature on heart rate for phaenicia sericata and drosophila melanogaster with altered expression of the TrpA1 receptors. Insects 12(1). https:\/\/doi.org\/10.3390\/insects12010038","DOI":"10.3390\/insects12010038"},{"issue":"6600","key":"3219_CR26","doi-asserted-by":"publisher","first-page":"1404","DOI":"10.1126\/science.abo3378","volume":"376","author":"HD Matthews","year":"2022","unstructured":"Matthews HD, Wynes S (2022) Current global efforts are insufficient to limit warming to 1.5\u00b0C [Review]. Science 376(6600):1404\u20131409. https:\/\/doi.org\/10.1126\/science.abo3378","journal-title":"Science"},{"key":"3219_CR27","doi-asserted-by":"publisher","first-page":"104001","DOI":"10.1016\/j.jtherbio.2024.104001","volume":"125","author":"A Meena","year":"2024","unstructured":"Meena A, Maggu K, De Nardo AN, Sbilordo SH, Eggs B, Sho AT, R., L\u00fcpold S (2024) Life stage-specific effects of heat stress on spermatogenesis and oogenesis in Drosophila melanogaster. J Therm Biol 125:104001. https:\/\/doi.org\/10.1016\/j.jtherbio.2024.104001","journal-title":"J Therm Biol"},{"key":"3219_CR28","doi-asserted-by":"publisher","first-page":"e00231","DOI":"10.7554\/eLife.00231","volume":"2","author":"CS Mendes","year":"2013","unstructured":"Mendes CS, Bartos I, Akay T, Marka S, Mann RS (2013) Quantification of gait parameters in freely walking wild type and sensory deprived Drosophila melanogaster. Elife 2:e00231. https:\/\/doi.org\/10.7554\/eLife.00231","journal-title":"Elife"},{"issue":"10","key":"3219_CR29","doi-asserted-by":"publisher","first-page":"e109204","DOI":"10.1371\/journal.pone.0109204","volume":"9","author":"CS Mendes","year":"2014","unstructured":"Mendes CS, Rajendren SV, Bartos I, Marka S, Mann RS (2014) Kinematic responses to changes in walking orientation and gravitational load in Drosophila melanogaster. PLoS ONE 9(10):e109204. https:\/\/doi.org\/10.1371\/journal.pone.0109204","journal-title":"PLoS ONE"},{"issue":"7908","key":"3219_CR30","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1038\/s41586-022-04644-x","volume":"605","author":"CL Outhwaite","year":"2022","unstructured":"Outhwaite CL, McCann P, Newbold T (2022) Agriculture and climate change are reshaping insect biodiversity worldwide. Nature 605(7908):97\u2013102. https:\/\/doi.org\/10.1038\/s41586-022-04644-x","journal-title":"Nature"},{"key":"3219_CR31","doi-asserted-by":"publisher","unstructured":"Owald D, Lin S, Waddell S (2015) Light, heat, action: neural control of fruit fly behaviour [Review]. Philosophical Trans Royal Soc B-Biological Sci 370(1677). https:\/\/doi.org\/10.1098\/rstb.2014.0211","DOI":"10.1098\/rstb.2014.0211"},{"issue":"4","key":"3219_CR32","doi-asserted-by":"publisher","first-page":"486","DOI":"10.1038\/s41592-022-01426-1","volume":"19","author":"TD Pereira","year":"2022","unstructured":"Pereira TD, Tabris N, Matsliah A, Turner DM, Li J, Ravindranath S, Papadoyannis ES, Normand E, Deutsch DS, Wang ZY, McKenzie-Smith GC, Mitelut CC, Castro MD, D\u2019Uva J, Kislin M, Sanes DH, Kocher SD, Wang SSH, Falkner AL, Murthy M (2022) SLEAP: A deep learning system for multi-animal pose tracking. Nat Methods 19(4):486\u2013. https:\/\/doi.org\/10.1038\/s41592-022-01426-1","journal-title":"Nat Methods"},{"key":"3219_CR33","doi-asserted-by":"publisher","first-page":"330","DOI":"10.1111\/j.1365-3032.2000.00201.x","volume":"25","author":"JP Rinehart","year":"2000","unstructured":"Rinehart JP, Yocum GD, Denlinger DL (2000) Thermotolerance and rapid cold hardening ameliorate the negative effects of brief exposures to high or low temperatures on fecundity in the flesh fly, Sarcophaga crassipalpis. Physiol Entomol 25:330\u2013336","journal-title":"Physiol Entomol"},{"key":"3219_CR34","doi-asserted-by":"publisher","first-page":"Article7775","DOI":"10.1038\/ncomms8775","volume":"6","author":"H-W Shih","year":"2015","unstructured":"Shih H-W, Wu C-L, Chang S-W, Liu T-H, Lai JS-Y, Fu T-F, Fu C-C, Chiang A-S (2015) Parallel circuits control temperature preference in Drosophila during ageing. Nat Commun 6:Article7775. https:\/\/doi.org\/10.1038\/ncomms8775","journal-title":"Nat Commun"},{"key":"3219_CR35","doi-asserted-by":"crossref","unstructured":"Silbermann R, Tatar M (2000) Reproductive costs of heat shock protein in transgenic Drosophila melanogaster. Evolution 54(6):2038\u20132045. <Go to ISI>:\/\/MEDLINE:11209780","DOI":"10.1111\/j.0014-3820.2000.tb01247.x"},{"issue":"1","key":"3219_CR36","doi-asserted-by":"publisher","first-page":"e8793","DOI":"10.1371\/journal.pone.0008793","volume":"5","author":"JC Simon","year":"2010","unstructured":"Simon JC, Dickinson MH (2010) A new chamber for studying the behavior of Drosophila. PLoS ONE 5(1):e8793. https:\/\/doi.org\/10.1371\/journal.pone.0008793","journal-title":"PLoS ONE"},{"key":"3219_CR37","doi-asserted-by":"publisher","unstructured":"Slawson JB, Kim EZ, Griffith LC (2009) High-resolution video tracking of locomotion in adult Drosophila melanogaster [; Research Support, N.I.H., Extramural; Video-Audio Media]. J visualized experiments: JoVE 24. https:\/\/doi.org\/10.3791\/1096","DOI":"10.3791\/1096"},{"issue":"11","key":"3219_CR38","doi-asserted-by":"publisher","first-page":"1025","DOI":"10.1046\/j.1461-0248.2003.00528.x","volume":"6","author":"JG Sorensen","year":"2003","unstructured":"Sorensen JG, Kristensen TN, Loeschcke V (2003) The evolutionary and ecological role of heat shock proteins [Review]. Ecol Lett 6(11):1025\u20131037. https:\/\/doi.org\/10.1046\/j.1461-0248.2003.00528.x","journal-title":"Ecol Lett"},{"issue":"4","key":"3219_CR39","doi-asserted-by":"publisher","first-page":"1998","DOI":"10.1002\/ece3.6032","volume":"10","author":"L Stazione","year":"2020","unstructured":"Stazione L, Norry FM, Gomez FH, Sambucetti P (2020) Heat knockdown resistance and chill-coma recovery as correlated responses to selection on mating success at high temperature in Drosophila buzzatii. Ecol Evol 10(4):1998\u20132006. https:\/\/doi.org\/10.1002\/ece3.6032","journal-title":"Ecol Evol"},{"key":"3219_CR40","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1146\/annurev-ento-112408-085500","volume":"55","author":"RC Stillwell","year":"2010","unstructured":"Stillwell RC, Blanckenhorn WU, Teder T, Davidowitz G, Fox CW (2010) Sex Differences in Phenotypic Plasticity Affect Variation in Sexual Size Dimorphism in Insects: From Physiology to Evolution. Ann Rev Entomol 55:227\u2013245. https:\/\/doi.org\/10.1146\/annurev-ento-112408-085500","journal-title":"Ann Rev Entomol"},{"key":"3219_CR41","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1146\/annurev-ento-020117-043348","volume":"63","author":"NE Stork","year":"2018","unstructured":"Stork NE (2018) How Many Species of Insects and Other Terrestrial Arthropods Are There on Earth? Annu Rev Entomol 63:31\u201345. https:\/\/doi.org\/10.1146\/annurev-ento-020117-043348","journal-title":"Annu Rev Entomol"},{"key":"3219_CR42","doi-asserted-by":"publisher","unstructured":"Wagner DL, Grames EM, Forister ML, Berenbaum MR, Stopak D (2021) Insect decline in the Anthropocene: Death by a thousand cuts. Proc Natl Acad Sci U S A 118(2). https:\/\/doi.org\/10.1073\/pnas.2023989118","DOI":"10.1073\/pnas.2023989118"},{"issue":"6390","key":"3219_CR43","doi-asserted-by":"publisher","first-page":"791","DOI":"10.1126\/science.aar3646","volume":"360","author":"R Warren","year":"2018","unstructured":"Warren R, Price J, Graham E, Forstenhaeusler N, VanDerWal J (2018) The projected effect on insects, vertebrates, and plants of limiting global warming to 1.5\u00b0C rather than 2\u00b0C. Science 360(6390):791\u2013. https:\/\/doi.org\/10.1126\/science.aar3646","journal-title":"Science"},{"issue":"3","key":"3219_CR44","doi-asserted-by":"publisher","first-page":"480","DOI":"10.1242\/jeb.078139","volume":"216","author":"A Wosnitza","year":"2013","unstructured":"Wosnitza A, Bockemuehl T, Duebbert M, Scholz H, Bueschges A (2013) Inter-leg coordination in the control of walking speed in Drosophila. J Exp Biol 216(3):480\u2013491. https:\/\/doi.org\/10.1242\/jeb.078139","journal-title":"J Exp Biol"}],"container-title":["International Journal of Biometeorology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00484-026-03219-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00484-026-03219-z","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00484-026-03219-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,14]],"date-time":"2026-10-14T04:07:23Z","timestamp":1791950843000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00484-026-03219-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,28]]},"references-count":44,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2026,5]]}},"alternative-id":["3219"],"URL":"https:\/\/doi.org\/10.1007\/s00484-026-03219-z","relation":{},"ISSN":["0020-7128","1432-1254"],"issn-type":[{"value":"0020-7128","type":"print"},{"value":"1432-1254","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4,28]]},"assertion":[{"value":"11 December 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 March 2026","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 April 2026","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 April 2026","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 October 2026","order":6,"name":"change_date","label":"Change Date","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"Update","order":7,"name":"change_type","label":"Change Type","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"In this article, the order of the two affiliations has been corrected and now reads: 1 College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China, 2 Key Laboratory of Micro-nano Sensing and IoT of Wenzhou, Wenzhou Institute of Hangzhou Dianzi University, Wenzhou 325038, China.","order":8,"name":"change_details","label":"Change Details","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The research was conducted on Drosophila melanogaster. The research complies with ethical standards.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Not applicable.","order":2,"name":"Ethics","label":"Ethical approval","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Not applicable.","order":3,"name":"Ethics","label":"Informed consent","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"There is no conflict of interest.","order":4,"name":"Ethics","label":"Conflict of interest","group":{"name":"EthicsHeading","label":"Declarations"}}],"article-number":"142"}}