Digital tools for the formation of urban green infrastructure Authors Natalia Unagaeva Siberian Federal University Dmitry Zlobin Siberian Federal University Downloads PDF (Русский) DOI: https://doi.org/10.51461/issn.2309-3072/78.2236 Keywords: green infrastructure, digital tools, field and remote methods, neural networks, drones Abstract The article describes the relationship between the development of the concept of urban green infrastructure and digital technologies that allow modeling the sustainable development of populated areas based on the analysis of the state of the environment and the natural framework of the city. The possibilities of digital tools for field and remote data collection and analysis of green infrastructure are mainly demonstrated through the example of Krasnoyarsk. The article presents the interim results of D. V. Zlobin’s thesis research. How to Cite Unagaeva, N., & Zlobin, D. (2023). Digital tools for the formation of urban green infrastructure. Project Baikal, 20(78), 66–71. https://doi.org/10.51461/issn.2309-3072/78.2236 More Citation Formats ACM ACS APA ABNT Chicago Harvard IEEE MLA Turabian Vancouver Download Citation Endnote/Zotero/Mendeley (RIS) BibTeX Published 2023-12-17 Issue No. 78 (2023): theories and practice Section refereed articles License This work is licensed under a Creative Commons Attribution 4.0 International License. References Hansen, M. C. et al. (2013). High-Resolution Global Maps of 21st-Century Forest Cover Change. Science, 342(6160), 850-853. DOI: 10.1126/science.1244693 Informacionnaya sistema ucheta zelenyh nasazhdenij [Green space accounting Information System] (n.d.). Countree. Retrieved May 31, 2023, from countree.ru. Interaktivnaya karta goroda Krasnoyarska [Interactive map of the city of Krasnoyarsk]. (n.d.). Retrieved May 31, 2023, from web-gis.admkrsk.ru. Klimanova, O. A., Kolbovskij, E. Yu., & Illarionova, O. A. (2020). Zelenaya infrastruktura goroda: ocenka sostoyaniya i proektirovanie razvitiya [Green infrastructure of the city: assessment of the state and design of development]. Moscow: Tovarishchestvo nauchnyh izdanij KMK. Kukina, I. et al. (2022). Development of Krasnoyarsk planning structure. Project Baikal, 19(71), 79-91. DOI: 10.51461/projectbaikal.71.1945. Matasov, V. et al. (2020). IoT monitoring of urban tree ecosystem services: possibilities and challenges. Forests, 11(7), 775. DOI: 10.3390/f11070775. Møller, M. S., & Olafsson, A. S. (2018). The Use of ETools to Engage Citizens in Urban Green Infrastructure Governance: Where Do We Stand and Where Are We Going? Sustainability, 10(10), 3513. DOI: 10.3390/su10103513. Moreno-Armendáriz, M. A. et al. (2019). Deep Green Diagnostics: Urban Green Space Analysis Using Deep Learning and Drone Images. Sensors, 19(23), 5287. DOI: 10.3390/s19235287. Petrov, L. A., & Kolbovskij, E. Yu. (2020). Sovremennye metody prostranstvennogo analiza zelenoj infrastruktury urbanizirovannyh territorij (na primere goroda Groznogo) [Modern methods of spatial analysis of the green infrastructure of urbanized territories (on the example of the city of Grozny)]. Grozny Natural Science Bulletin, 5(3(21)), 39-51. Pogorelov, A. V., Brusilo, V. A., & Granik, N. V. (2018). Modelirovanie obyektov ozeleneniya goroda po dannym mobilnogo lazernogo skanirovaniya [Modeling of urban landscaping objects based on mobile laser scanning data]. InterCarto. InterGIS, 24(2), 5–17. Ramcharan, A. A. et al. (2019). Mobile-Based Deep Learning Model for Cassava Disease Diagnosis. Fronters in plant science, 10, 272. DOI: 10.3389/fpls.2019.00272. Rumyantsev, D. E., & Frolova, V. A. (2019). Metodologicheskie podhody k izucheniyu raznoobraziya ekosistemnyh uslug zelenyh nasazhdenij v megapolise [Methodological approaches to the study of the diversity of ecosystem services of green spaces in the metropolis]. Mezhdunarodnyj nauchno-issledovatelskij zhurnal, 10(2), 28-34. Thomazella, R. et al. (2018). Environmental Monitoring Using Drone Images and Convolutional Neural Networks. IEEE International Geoscience and Remote Sensing Symposium. DOI: 10.1109/IGARSS.2018.8518581. Unagaeva, N. et al. (2021). Development potentials of Krasnoyarsk open public spaces. Project Baikal, 18(70), 100-111. DOI: 10.51461/projectbaikal.70.1898. Zlobin, D. V. (2022). Analiz informacionnyh sistem inventarizacii gorodskih zelenyh nasazhdenij [Analysis of information systems for inventory of urban green spaces]. Sbornik dokladov IV Mezhdunarodnoj nauchno-prakticheskoj konferencii “Ustojchivoe razvitie territorij” [Collection of reports of the IV International Scientific and Practical Conference “Sustainable development of territories”](pp.129-134). Moscow: MISI – MGSU Publishing House. Zou, H., & Wang, X. (2021). Progress and Gaps in Research on Urban Green Space Morphology: A Review. Sustainability, 13(3), 1202. DOI: 10.3390/su13031202.