Life tables data collection in entomology: an overview on the differential and the integral representation and proposal for a standard electronic file.
laboratory rearing; open data; parameter estimation; quantitative entomology; standard data collection
Abstract :
[en] Life tables allow the exploration of insects' and terrestrial arthropods' biology, and how they respond to external factors. Data collection process has been partially standardized, but the presentation of results mainly depends on the purpose of the study. Two different data representations can be obtained from the raw dataset: the differential representation provides the distribution of the stage-development times, while the integral representation provides the number of individuals into the different life stages, over time. The representations provide relevant biological information, but they lead to a loss of information with respect to the raw dataset. To date, a conceptual explanation of how the two representations can be obtained from the raw data, and of their respective properties, is still missing; moreover, providing the raw dataset as supporting information of the published papers is still not customary. This paper highlights three main points: (i) how the two representations are obtained from life tables raw dataset; (ii) without raw data, it is not possible to switch between the two representations, with a subsequent loss of information; and (iii) why there is the need for a data collection standard. The conceptual explanation is further completed by an electronic file that could support data collection and sharing, and that automatically transform the data in the two representations. We believe that this study is a first step toward a more efficient diffusion of the information among the scientific community, maximizing the efforts made by scholars during the experimental and data analysis process.
Disciplines :
Zoology
Author, co-author :
Rossini, Luca ; Service d'Automatique et d'Analyse des Systèmes, Université Libre de Bruxelles, Brussels, Belgium
Lots, Arthur; Service d'Automatique et d'Analyse des Systèmes, Université Libre de Bruxelles, Brussels, Belgium
Noël, Grégoire ; Université de Liège - ULiège > Département GxABT > Gestion durable des bio-agresseurs
Segers, Arnaud ; Université de Liège - ULiège > Département GxABT > Microbial technologies
Mermer, Serhan; Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, Oregon, USA ; Department of Horticulture, Oregon State University, Corvallis, Oregon, USA
Contarini, Mario; Dipartimento di Scienze Agrarie e Forestali, Università degli Studi della Tuscia, Viterbo, Italy
Speranza, Stefano; Dipartimento di Scienze Agrarie e Forestali, Università degli Studi della Tuscia, Viterbo, Italy ; Centro de Estudios Parasitológicos y de Vectores (CEPAVE, CONICET-UNLP), La Plata, Argentina
Walton, Vaughn; Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, Oregon, USA
Francis, Frédéric ; Université de Liège - ULiège > TERRA Research Centre > Gestion durable des bio-agresseurs
Garone, Emanuele; Service d'Automatique et d'Analyse des Systèmes, Université Libre de Bruxelles, Brussels, Belgium
Language :
English
Title :
Life tables data collection in entomology: an overview on the differential and the integral representation and proposal for a standard electronic file.
The authors are grateful to the anonymous reviewers for their comments and suggestions, which have been greatly helpful in improving this manuscript. L.R. is funded by the European Commission under the Marie Sklodowska Curie Actions Postdoctoral Fellowship (MSCA\u2010PF\u20102022) project \u201CPestFinder\u201D Grant n. 101102281.
Alves, F., Edlmann, M., Costa, J., Costa, P., Macedo, P., Leal Da Costa, P., et al. (2013) Heat requirements and length of phenological stages. Effects of rootstock on red grape varieties at Douro region. 18th International Symposium GIESCO, Porto, Portugal, 7–11 July 2013: 5p.
Amir-Maafi, M., Chi, H., Chen, Z.Z. and Xu, Y.Y. (2022) Innovative bootstrap-match technique for life table set up. Entomologia Generalis, 42, 597–609.
Baser, N., Rossini, L., Anfora, G., Temel, K.M., Gualano, S., Garone, E., et al. (2025) Thermal development, mortality, and fertility of an Apulian strain of Drosophila suzukii at different temperatures. Insects, 16, 60.
Bellows, T.S. (1992) Life-table construction and analysis in the evaluation of natural enemies. Annual Review of Entomology, 37, 587–614.
Bieri, M., Baumgärtner, J., Bianchi, G., Delucchi, V. and Arx, R. (1983) Development and fecundity of pea aphid (Acyrthosiphon pisum Harris) as affected by constant temperatures and by pea varieties. Mitteilungen Der Schweizerischen Entomologischen Gesellschaft, 56, 163–171.
Buffoni, G. and Pasquali, S. (2007) Structured population dynamics: continuous size and discontinuous stage structures. Journal of Mathematical Biology, 54(4),. 555–595.
Castex, V., Beniston, M., Calanca, P., Fleury, D. and Moreau, J. (2018) Pest management under climate change: The importance of understanding tritrophic relations. Science of The Total Environment, 616–617, 397–407.
Chi, H. (1988) Life-table analysis incorporating both sexes and variable development rates among individuals. Environmental Entomology, 17, 26–34.
Chi, H., Kavousi, A., Gharekhani, G., Atlihan, R., Salih Özgökçe, M., Güncan, A., et al. (2023) Advances in theory, data analysis, and application of the age-stage, two-sex life table for demographic research, biological control, and pest management. Entomologia Generalis, 43, 705–732.
Chi, H. and Liu, H. (1985) Two new methods for the study of insect population ecology. Bulletin of the Institute of Zoology, 24, 225–240.
Chi, H., You, M., Atlıhan, R., Smith, C.L., Kavousi, A., Özgökçe, M.S., et al. (2020) Age-Stage, two-sex life table: an introduction to theory, data analysis, and application. Entomologia Generalis, 40, 103–124.
Damos, P. and Savopoulou-Soultani, M. (2012) Temperature-driven models for insect development and vital thermal requirements. Psyche, 2012, 1–13.
De Campos, M.R., Béarez, P., Amiens-Desneux, E., Ponti, L., Gutierrez, A.P., Biondi, A., et al. (2020) Thermal biology of Tuta absoluta: demographic parameters and facultative diapause. Journal of Pest Science, 94, 829–842.
Genç, H. and Nation, J.L. (2008) Survival and development of Bactrocera oleae Gmelin (Diptera: Tephritidae) immature stages at four temperatures in the laboratory. African Journal of Biotechnology, 7, 2495–2500.
Grimm, V., Johnston, A.S.A., Thulke, H.H., Forbes, V.E. and Thorbek, P. (2020) Three questions to ask before using model outputs for decision support. Nature Communications, 11, 4959.
Gutierrez, A.P., Baumgärtner, J. and Hagen, K.S. (1981) A conceptual model for growth, development, and reproduction in the ladybird beetle, Hippodamia convergens (Coleoptera: Coccinellidae). The Canadian Entomologist, 113, 21–33.
Gutierrez, A.P., Ponti, L., Cooper, M.L., Gilioli, G., Baumgärtner, J. and Duso, C. (2012) Prospective analysis of the invasive potential of the European grapevine moth Lobesia botrana (Den. & Schiff.) in California. Agricultural and Forest Entomology, 14, 225–238.
Harcourt, D.G. (1969) Development and use of life tables in study of natural insect populations. Annual Review of Entomology, 14, 175.
Hsieh, J. (1991) A general theory of life table construction and a precise abridged life table method. Biomedical Journal, 33, 143–162.
Ikemoto, T. and Kiritani, K. (2019) Novel method of specifying low and high threshold temperatures using thermodynamic SSI model of insect development. Environmental Entomology, 48, 479–488.
Kareithi, D.N., Salifu, D., Owuor, N., Subramanian, S. and Tonnang, E.Z.H. (2019) An algorithm for data reconstruction from published articles—application on insect life tables (ed. Y. Rogovchenko). Cogent Mathematics & Statistics, 6, 1701377.
Korpelainen, H. (1986) The effects of temperature and photoperiod on life history parameters of Daphnia magna (Crustacea: Cladocera). Freshwater Biology, 16, 615–620.
Leslie, P.H. (1945) On the use of matrices in certain population mathematics. Biometrika, 33, 183.
Leslie, P.H. (1948) Some further notes on the use of matrices in population mathematics. Biometrika, 35, 213.
Liu, J., Huang, W., Chi, H., Wang, C., Hua, H. and Wu, G. (2017) Effects of elevated CO2 on the fitness and potential population damage of Helicoverpa armigera based on two-sex life table. Scientific Reports, 7, 1119.
Mari, L., Carbone, P. and Petri, D. (2012) Measurement fundamentals: a pragmatic view. IEEE Transactions on Instrumentation and Measurement, 61, 2107–2115.
Mons, B., Neylon, C., Velterop, J., Dumontier, M., Da Silva Santos, L.O.B. and Wilkinson, M.D. (2017) Cloudy, increasingly FAIR; revisiting the FAIR Data guiding principles for the European Open Science Cloud. Information Services & Use, 37, 49–56.
Moshtaghi Maleki, F., Iranipour, S., Hejazi, M.J. and Saber, M. (2016) Temperature-dependent age-specific demography of grapevine moth (Lobesia botrana) (Lepidoptera: Tortricidae): jackknife vs. bootstrap techniques. Archives of Phytopathology and Plant Protection, 49, 263–280.
NCBI Resource, C. (2012) Database resources of the National Center for Biotechnology Information. Nucleic Acids Research, 41, D8–D20.
Nielsen, A.L., Hamilton, G.C. and Matadha, D. (2008) Developmental rate estimation and life table analysis for Halyomorpha halys (Hemiptera: Pentatomidae). Environmental Entomology, 37, 348–355.
Quinn, B.K. (2017) A critical review of the use and performance of different function types for modeling temperature-dependent development of arthropod larvae. Journal of Thermal Biology, 63, 65–77.
Rossini, L., Contarini, M. and Speranza, S. (2021) A novel version of the Von Foerster equation to describe poikilothermic organisms including physiological age and reproduction rate. Ricerche Di Matematica, 70(2), 489–503. https://doi.org/10.1007/s11587-020-00489-6
Rossini, L., Contarini, M., Delfino, I. and Speranza, S. (2025) Does insect trapping truly measure insect populations? Agricultural and Forest Entomology. https://doi.org/10.1111/afe.12681
Rossini, L. and Bruzzone, O.A. (2025) A novel PDE model to describe terrestrial arthropods considering physiological age, reproduction rate, and body mass. Acta IMEKO, 14(1), 1–11.
Rossini, L., Contarini, M., Bono Rosselló, N., Garone, E. and Speranza, S. (2023) Prediction of infestations by true bugs in hazelnut orchards: feasibility and preliminary approaches in the case of Halyomorpha halys. Acta Horticulturae, 1379, 463–472. https://doi.org/10.17660/actahortic.2023.1379.66
Rossi, V., Sperandio, G., Caffi tito, A., Simonetto, A. and Gilioli, G. (2019) Critical success factors for the adoption of decision tools in IPM. Agronomy, 9, 710.
Rossini, L., Bono Rosselló, N., Benhamouche, O., Contarini, M., Speranza, S. and Garone, E. (2025) A general DDE framework to describe insect populations: why delays are so important? Ecological Modelling, 499, 110937.
Rossini, L., Bono Rosselló, N., Speranza, S. and Garone, E. (2021) A general ODE-based model to describe the physiological age structure of ectotherms: description and application to Drosophila suzukii. Ecological Modelling, 456, 109673.
Rossini, L., Contarini, M., Severini, M. and Speranza, S. (2020) Reformulation of the Distributed Delay Model to describe insect pest populations using count variables. Ecological Modelling, 436, 109286.
Rossini, L., Contarini, M., Speranza, S., Mermer, S., Walton, V., Francis, F., et al. (2024) Life tables in entomology: A discussion on tables’ parameters and the importance of raw data (ed. R. Mansour). PLoS ONE, 19, e0299598.
Rossini, L., Locatelli, D.P. and Limonta, L. (2024) Development of Idaea inquinata (Lepidoptera: Geometridae) at different constant temperatures and relative humidities under controlled conditions. Journal of Stored Products Research, 109, 102466.
Rossini, L., Severini, M., Contarini, M. and Speranza, S. (2019a) Use of ROOT to build a software optimized for parameter estimation and simulations with Distributed Delay Model. Ecological Informatics, 50, 184–190.
Rossini, L., Severini, M., Contarini, M. and Speranza, S. (2019b) A novel modelling approach to describe an insect life cycle vis-à-vis plant protection: description and application in the case study of Tuta absoluta. Ecological Modelling, 409, 108778.
Rossini, L., Severini, M., Contarini, M. and Speranza, S. (2020) EntoSim, a ROOT-based simulator to forecast insects’ life cycle: description and application in the case of Lobesia botrana. Crop Protection, 129, 105024.
Rupnik, R., Kukar, M., Vračar, P., Košir, D., Pevec, D. and Bosnić, Z. (2019) AgroDSS: a decision support system for agriculture and farming. Computers and Electronics in Agriculture, 161, 260–271.
Samayoa, A.C., Choi, K.S., Wang, Y.S., Hwang, S.Y., Huang, Y.B. and Ahn, J.J. (2018) Thermal effects on the development of Bactrocera dorsalis (Hendel) (Diptera: Tephritidae) and model validation in Taiwan. Phytoparasitica., 46, 365–376.
Sánchez-Ramos, I., Álvarez-Alfageme, F. and Castañera, P. (2007) Effects of relative humidity on development, fecundity and survival of three storage mites. Experimental and Applied Acarology, 41, 87–100.
Sherry, S.T. (2001) dbSNP: the NCBI database of genetic variation. Nucleic Acids Research, 29, 308–311.
Southwood, T.R.E. (1978) The construction, description and analysis of age-specific life-tables. Environmental Science, (pp. 356–387). https://doi.org/10.1007/978-94-009-1225-0_10.
Stall, S., Yarmey, L., Cutcher-Gershenfeld, J., Hanson, B., Kerstin, L. and Nosek, B. (2019) Make all scientific data FAIR. Nature, 570, 27–29.
Tochen, S., Dalton, D.T., Wiman, N., Hamm, C., Shearer, P.W. and Walton, V.M. (2014) Temperature-related development and population parameters for Drosophila suzukii (Diptera: Drosophilidae) on cherry and blueberry. Environmental Entomology, 43, 501–510.
Van Nieuwenhove, G.A., Frías, E.A. and Virla, E.G. (2016) Effects of temperature on the development, performance and fitness of the corn leafhopper Dalbulus maidis (DeLong) (Hemiptera: Cicadellidae): implications on its distribution under climate change. Agricultural and Forest Entomology, 18, 1–10.
Vantornhout, I., Minnaert, H.L., Tirry, L. and De Clercq, P. (2005) Influence of diet on life table parameters of Iphiseius degenerans (Acari: Phytoseiidae). Experimental & Applied Acarology, 35, 183–195.
Wen, D., Liu, J., Fan, S., Zhang, Z. and Wu, G. (2020) Evaluation on the fitness and population projection of Nilaparvata lugens in response to elevated CO2 using two-sex life table. International Journal of Pest Management, 66, 368–377.
Zhai, Z., Martínez, J.F., Beltran, V. and Martínez, N.L. (2020) Decision support systems for agriculture 4.0: survey and challenges. Computers and Electronics in Agriculture, 170, 105256.
Zhan, M. and Xie, X. (2020) Precision measurement physics: physics that precision matters. National Science Review, 7, 1795.