Show source-provided references
1. (2021, September 16). Strategic Development Plan of the Republic of Kazakhstan until 2025. Available online: https://www.akorda.kz/ru/legal_acts/decrees/ob-utverzhdenii-strategicheskogo-plana-razvitiya-respubliki-kazahstan-do-2025-goda-i-priznanii-utrativshimi-silu-nekotoryh-ukazov-prezidenta.
2. (2021, September 16). On Approval of the State Program “Digital Kazakhstan”. Decree of the Government of the Republic of Kazakhstan 827. Available online: http://adilet.zan.kz/rus/docs/P1700000827.
4. The quiet revolution in machine vision-a state-of-the-art survey paper, including historical review, perspectives, and future directions
10.1016/j.compind.2021.103472 ↗5. A survey of machine learning for big data processing
6. Mohan, M., Richardson, G., Gopan, G., Aghai, M.M., Bajaj, S., Galgamuwa, G., Vastaranta, M., Arachchige, P.S.P., Amorós, L., and Corte, A.P.D. (2021). UAV-Supported Forest Regeneration: Current Trends, Challenges and Implications. Remote Sens., 13.
10.3390/rs13132596 ↗7. Martinez, J.L., Lucas-Borja, M.E., Plaza-Alvarez, P.A., Denisi, P., Moreno, M.A., Hernández, D., González-Romero, J., and Zema, D.A. (2021). Comparison of Satellite and Drone-Based Images at Two Spatial Scales to Evaluate Vegetation Regeneration after Post-Fire Treatments in a Mediterranean Forest. Appl. Sci., 11.
10.3390/app11125423 ↗8. Development of Neural Network Based Adaptive Change Detection Technique for Land Terrain Monitoring with Satellite and Drone Images
10.14429/dsj.69.14954 ↗9. Comparison of the efficiency of aerial topographic survey using unmanned and manned aircraft systems
11. Mukhamediev, R., Kuchin, Y., Yakunin, K., Symagulov, A., Ospanova, M., Assanov, I., and Yelis, M. (2020, January 17–19). Intelligent Unmanned Aerial Vehicle Technology in Urban Environments. Proceedings of the International Conference on Digital Transformation and Global Society, St. Petersburg, Russia.
10.1007/978-3-030-65218-0_26 ↗12. (2021, September 16). Global Market for Commercial Applications of Drone Technology Valued at over 127bn. Available online: https://pwc.blogs.com/press_room/2016/05/global-market-for-commercial-applications-of-drone-technology-valued-at-over-127bn.html.
13. Wyngaard, J., Barbieri, L., Thomer, A., Adams, J., Sullivan, D., Crosby, C., Parr, C., Klump, J., Raj Shrestha, S., and Bell, T. (2019). Emergent challenges for science sUAS data management: Fairness through community engagement and best practices development. Remote Sens., 11.
10.20944/preprints201905.0274.v1 ↗15. Tsouros, D.C., Bibi, S., and Sarigiannidis, P.G. (2019). A review on UAV-based applications for precision agriculture. Information, 10.
10.3390/info10110349 ↗16. Precision agriculture
18. (2021, September 16). How Precision Farming Helps Farmers Save Resources and Make Better Decisions. Available online: https://bakertilly.ua/ru/news/id42282.
21. (2021, September 16). What Is Ontustik Agropark. Available online: www.agropark.kz.
22. (2021, September 16). Precision Farming Landfill Operates in Akmola Region. Available online: https://forbes.kz/news/2018/11/15/newsid_186347.
23. (2021, September 16). Scientists Have Launched the Introduction of Precision Farming in the Northern Regions of Kazakhstan. Available online: https://baraev.kz/novosti/35-uchenye-pristupili-k-vnedreniyu-tochnogo-zemledeliya-v-severnyh-regionah-kazahstana.html.
24. (2020, March 31). Global Agriculture Drones Market to Grow at a CAGR over 32.1% from 2018–2025. Available online: https://www.marketwatch.com/press-release/global-agriculture-drones-market-to-grow-at-a-cagr-over-321-from-2018-2025-2018-12-12.
25. (2021, September 16). Agency for Strategic Planning and Reforms of the Republic of Kazakhstan Bureau of National Statistics, Available online: https://stat.gov.kz/.
26. Truflyak, Y., Kurchenko, N., Kreymer, A., Daybova, L., and Belaya, Y. (2017). Monitoring i Prognozirovaniye Nauchno-Tekhnologicheskogo Razvitiya APK v Oblasti Tochnogo Sel’skogo Khozyaystva, Avtomatizatsii i Robotizatsii, Kubgau.
27. (2021, September 16). Smart Farming Market: Trends 2018. Available online: http://ect-center.com/blog/smart_farming.
28. Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution: An analysis of data from the Global Burden of Diseases Study 2015
10.1016/S0140-6736(17)30505-6 ↗29. Case study of the effects of atmospheric aerosols and regional haze on agriculture: An opportunity to enhance crop yields in China through emission controls?
10.1073/pnas.96.24.13626 ↗31. (2021, September 16). Current Pollution Index by City. Available online: https://www.numbeo.com/pollution/rankings_current.jsp.
32. Noor, N.M., Abdullah, A., and Hashim, M. (2018, January 24–25). Remote sensing UAV/drones and its applications for urban areas: A review. Proceedings of the IOP Conference Series: Earth and Environmental Science, Kuala Lumpur, Malaysia.
33. (2021, September 16). Yamaha RMAX. Available online: https://www.yamahamotorsports.com/motorsports/pages/precision-agriculture-rmax.
34. (2021, September 16). UAV Radiation Mapping Drone. Available online: https://www.kromek.com/product/aerial-radiation-mapping-drone/.
35. (2021, September 16). UAVs British Scientists Conducted Research on the Red Forest in Chernobyl Using Robotic UAVs. Available online: http://robotrends.ru/pub/1920/bespilotniki-britanskie-uchenye-proveli-issledovaniya-ryzhego-lesa-v-chernobyle-s-pomoshyu-robotizirovannyh-bla.
36. (2021, September 16). Air Pollution Can Now Be Detected Using UAVs with Gas Sensors. Available online: https://vk.com/@industriation-uroven-zagryazneniya-vozduha-teper-mozhno-opredelit-s-pomosc.
37. (2021, September 16). Drone Inspections Help Cut Pollution by Half. Available online: https://gulfnews.com/uae/environment/drone-inspections-help-cut-pollution-by-half-1.2263928.
38. (2021, September 16). Environmental Monitoring by Enterprises and Their Environmental Reporting. Available online: https://unece.org/DAM/env/europe/monitoring/Publications/Publication_on_EnterpriseMonitoring/documents/Publication__format_A5__ECE.CEP.141_Russian_final.pdf.
39. (2021, September 16). National Report on the State of the Environment and on the Use of Natural Resources of the Republic of Kazakhstan for 2015. Available online: http://ecogosfond.kz/wp-content/uploads/2018/03/140320171.pdf.
41. The prevalence, burden and risk factors associated with chronic obstructive pulmonary disease in Commonwealth of Independent States (Ukraine, Kazakhstan and Azerbaijan): Results of the CORE study
42. (2021, September 16). Joint Economic Research Program (JERP) of the World Bank and the Ministry of the Environment and Water Resources of the Republic of Kazakhstan “On the Way to Environmentally Friendly Industry and Improved Monitoring of Air Quality in Kazakhstan”. Available online: http://documents.worldbank.org/curated/en/304541468292529914/text/839150RUSSIAN00ality0Monitoring0Rus.txt.
43. World Bank (2013). Towards a Cleaner Industry and Improved Air Quality Monitoring in Kazakhstan, Joint Economic Research Program (JERP) of the World Bank and the Ministry of Environment and Water of the Republic of Kazakhstan.
44. (2021, September 16). Details of Tax Revenue—Kazakhstan of Organisation for Economic Co-Operation and Development. Available online: https://stats.oecd.org/Index.aspx?DataSetCode=REVKAZ.
45. (2021, September 16). How China’s Cutting-Edge Drones Are Transforming the Nation. Available online: https://www.scmp.com/news/china/society/article/2105798/how-chinas-cutting-edge-drones-are-transforming-nation.
46. (2021, September 16). Rosneft Intends to Use Drones to Control Greenhouse Gas Levels. Available online: https://oilcapital.ru/news/companies/19-08-2021/rosneft-namerena-ispolzovat-bespilotniki-dlya-kontrolya-urovnya-parnikovyh-gazov.
47. Jackisch, R., Zimmermann, R., Lorenz, S., Saartenoja, A., Pirttijärvi, M., and Gloaguen, R. (2018, January 8–13). Integration of drone-borne hyperspectral and geomagnetic data. A combined approach in geologic remote sensing. A test from the Siilinjärvi carbonatite, Finland. Proceedings of the EGU General Assembly Conference Abstracts, Vienna, Austria.
48. (2021, September 16). Kasym-Zhomart Tokaev Instructed to Develop a Geological Exploration Program by March 2020. Available online: http://metalmininginfo.kz/archives/6441.
49. (2021, September 16). Geology Committee. 2020. The concept of the State Geological Exploration Program for 2021–2025. Available online: https://www.facebook.com/CommitteeGandRE/photos/pcb.3373118046048017/3373116522714836/?type=3&theater.
50. (2021, September 16). Uav Remote Sensing & Survey Solutions. Available online: http://pioneeraerialsurveys.com.
51. (2021, September 16). Aerial Drones in Mineral Exploration. Available online: https://www.geologyforinvestors.com/aerial-drones-in-mineral-exploration/.
52. Jackisch, R. (2017, January 19–21). Analysis of Temporal Changes of a Mining Site Affected by AMD. UAV Based Hyperspectral Monitoring of the Litov Tailing (Sokolov, CZ). Proceedings of the 10th EARSeL SIG Imaging Spectroscopy Workshop, Zurich, Switzerland.
53. (2021, September 16). On Approval of the Rules of Staging of Geological Exploration. Order No. 342 of the Minister of Investment and Development of the Republic of Kazakhstan dated 18 May 2018. Registered with the Ministry of Justice of the Republic of Kazakhstan on June 5, 2018 No. 16996. Available online: https://zakon.uchet.kz/rus/docs/V1800016996.
57. The potential of rotary-wing UAV-based magnetic surveys for mineral exploration: A case study from central Sweden
10.1190/tle36070552.1 ↗58. Aeromagnetic surveying with a rotary-wing unmanned aircraft system: A case study from a zinc deposit in Nash Creek, New Brunswick, Canada
10.1007/s00024-017-1736-2 ↗59. Dentith, M., and Mudge, S.T. (2014). Geophysics for the Mineral Exploration Geoscientist, Cambridge University Press.
10.1017/CBO9781139024358 ↗60. Heincke, B., Jackisch, R., Saartenoja, A., Salmirinne, H., Rapp, S., Zimmermann, R., Pirttijärvi, M., Sörensen, E.V., Gloaguen, R., and Ek, L. (2019). Developing multi-sensor drones for geological mapping and mineral exploration: Setup and first results from the MULSEDRO project. GEUS Bull., 43.
10.34194/GEUSB-201943-03-02 ↗61. Gupta, R. (2018). Geobotanical Guides, Springer. [3rd ed.].
62. Jackisch, R., Lorenz, S., Zimmermann, R., Möckel, R., and Gloaguen, R. (2018). Drone-borne hyperspectral monitoring of acid mine drainage: An example from the Sokolov lignite district. Remote Sens., 10.
10.3390/rs10030385 ↗63. Fournier, A. (2017, January 27). Review of Machine-Learning Applications in Exploration Geophysics. Proceedings of the Total S.A. Mathias Seminar 2017, Cambridge, MA, USA.
64. (2021, September 16). Hyperspectral Camera Rikola. Available online: http://vespadrones.com/product/hyperspectral-camera-rikola/.
65. Zimmermann, R. (2018, January 23–26). Multi-source hyperspectral imaging of carbonatite-hosted REE-Nb-Ta mineralization at Marinkas Quellen, Namibia. Proceedings of the 9th IEEE Whispers Conference—Hyperspectral Image and Signal Processing Workshop, Amsterdam, The Netherlands.
66. (2021, September 16). SWIR 640 P-Series 0.9 μm–1.7 μm|USB Short Wave Infrared Camera. Available online: https://infraredcameras.com/thermal-infrared-products/swir-640-p-series/.
67. Using drone based hyperspectral analysis to characterize the geochemistry of soil and water
68. Jakob, S., Zimmermann, R., and Gloaguen, R. (2017). The need for accurate geometric and radiometric corrections of drone-borne hyperspectral data for mineral exploration: Mephysto—A toolbox for pre-processing drone-borne hyperspectral data. Remote Sens., 9.
10.3390/rs9010088 ↗69. Aasen, H., Honkavaara, E., Lucieer, A., and Zarco-Tejada, P.J. (2018). Quantitative remote sensing at ultra-high resolution with UAV spectroscopy: A review of sensor technology, measurement procedures, and data correction workflows. Remote Sens., 10.
10.3390/rs10071091 ↗70. (2021, September 16). How AI and Big Data Will Unlock the Next Wave of Mineral Discoveries. Available online: https://www.visualcapitalist.com/ai-big-data-mineral-discoveries/.
71. (2020, March 31). Energy Resources Are a Long-Term Development Priority of Kazakhstan. Available online: http://old.kazenergy.com/ru/22006/3157-2011-12-06-10-40-19.html.
72. (2021, September 16). The Government approved the Concept of the State Geological Exploration Program for 2021–2025. Available online: https://nomad.su/?a=3-202002050028.
73. (2020). Specificity of Geodynamic and Structural Development of Sedimentary Basins of South Kazakhstan and Criteria for Their Oil and Gas Content Based on Complex Geological and Geophysical Analysis. [Ph.D. Thesis, Научный кoнсультант]. Available online: https://official.satbayev.university/download/documentPhd/18099/Dissertation.pdf.pdf.
74. (2021, September 16). Facts about Moose. Available online: https://www.wildsweden.com/about/the-wild-animals/facts-about-moose/.
75. (2021, September 16). Cbd.int. 2019. Convention on Biological Diversity. Available online: https://www.cbd.int/.
76. (2021, September 16). Job Description. Gamekeeper of the Hunting Farm. Available online: https://zakonpravo.kz/dolzhnostnye-instrukcii-eger-ohotnichego-hozyaystva/.
78. Possibility of applying unmanned aerial vehicle (UAV) and mapping software for the monitoring of waterbirds and their habitats
79. Automatic detection of poachers and wildlife with UAVs
80. Monitoring of wildlife in specially protected natural areas using unmanned aerial vehicles
81. (2020, March 31). Chronicle of Floods in Kazakhstan Since 2010. Available online: https://dixinews.kz/articles/proishestviya/13779/.
82. Mustafayev, S.T. (2018). Hazardous Geological Processes on the Territory of South-East Kazakhstan, Gylym.
83. Erdelj, M., and Natalizio, E. (2016, January 15–18). UAV-assisted disaster management: Applications and open issues. Proceedings of the 2016 International Conference on Computing, Networking and Communications (ICNC), Kauai, HI, USA.
10.1109/ICCNC.2016.7440563 ↗87. Natural disaster monitoring with wireless sensor networks: A case study of data-intensive applications upon low-cost scalable systems
10.1007/s11036-013-0456-9 ↗89. Kamilaris, A., and Prenafeta-Boldú, F.X. (2018). Disaster monitoring using unmanned aerial vehicles and deep learning. arXiv.
90. (2021, September 16). Natural Disaster and Environmental Monitoring System for Smart Cities: Design and Installation Insights. Available online: https://web.archive.org/web/20190430122217id_/https://eudl.eu/pdf/10.4108/eai.29-11-2018.156001.
91. Del Giudice, M. (2016). Discovering the Internet of Things (IoT): Technology and business process management, inside and outside the innovative firms. Bus. Process Manag. J., 22.
10.1108/BPMJ-02-2016-0029 ↗95. (2021, September 16). Monitoring of Bridges, High-Rise and Other “Vertical” Structures from a Drone—Applications of Drones. Available online: http://robotrends.ru/robopedia/monitoring-mostov-vysotnyh-i-prochih-vertikalnyh-sooruzheniy-s-bespilotnika.
96. (2021, September 16). UAVs for Monitoring Pipelines and Oil and Gas Facilities. Available online: https://brlab.ru/scopes/monitoring.
99. Moraleda, V.B., Marugán, A.P., and Márquez, F.P.G. (2018, January 1–4). Acoustic maintenance management employing unmanned aerial vehicles in renewable energies. Proceedings of the International Conference on Management Science and Engineering Management, Melbourne, VIC, Australia.
10.1007/978-3-319-93351-1_76 ↗100. Montoya, J.C., Muñoz, C.Q.G., and Márquez, F.P.G. (2020). Remote condition monitoring for photovoltaic systems. Non-Destructive Testing and Condition Monitoring Techniques for Renewable Energy Industrial Assets, Elsevier.
10.1016/B978-0-08-101094-5.00009-5 ↗