Sofiia Drozd| Remote Sensing | Best Researcher Award

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Ms. Sofiia Drozd| Remote Sensing | Best Researcher Award

Master’s student in the Department of Mathematical Modeling and Data Analysis at NTUU KPI, and employee at the Space Research Institute NASU-SSAU. With 4 years of experience in machine learning, remote sensing, and satellite data processing, I have contributed to projects by the World Bank, Horizon Europe, the Ministry of Education and Science of Ukraine, and the National Research Foundation of Ukraine. My expertise includes developing algorithms for environmental monitoring, land use analysis, and renewable energy assessment. I have published research in international journals and presented at various conferences.

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šŸ”¬Ā Research and Innovations:

Completed/Ongoing Research Projects:Ā 8,Ā Citation Index:Ā 3,Ā Journals Published (SCI, Scopus, etc.):Ā 5,Ā Professional Memberships:Ā ACM, EGU, IEEE,Ā Areas of Research:Ā  AI and machine learning, remote sensing, satellite data processing, and GIS.

šŸ“œSelf-Declaration:

I authenticate that to the best of my knowledge the information given in this form is correct and complete. At any time, I am found to have concealed any material information, my application shall be liable to be summarily terminated without notice. I have read the terms and conditions and other policies of the Awards and agree to them.

šŸ“Publications Top NotesĀ 

Solar energy potential mapping in Ukraine through integration of GIS, remote sensing, and fuzzy logic

Authors:Ā Drozd, S., Kussul, N.

Journal:Ā European Journal of Remote Sensing, 2024

 

Geospatial analysis of the potential of the territories of Ukraine for the location of solar power plants based on satellite data

Authors:Ā Kussul, N.Šœ., Drozd, S.Yu.

Journal:Ā Space Science and Technology, 2024

 

Assessing damage to agricultural fields from military actions in Ukraine: An integrated approach using statistical indicators and machine learning

Authors:Ā Kussul, N., Drozd, S., Yailymova, H., Lemoine, G., Deininger, K.

Journal:Ā International Journal of Applied Earth Observation and Geoinformation, 2023

 

Assessing Ukrainian Territory Suitability for Solar Power Station Placement Using Satellite Data on Climate and Topography

Authors:Ā Kussul, N., Drozd, S.

Conference:Ā 13th International Conference on Dependable Systems, Services and Technologies (DESSERT), 2023

 

Fusion of very high and moderate spatial resolution satellite data for detection and mapping of damages in agricultural fields

Authors:Ā Kussul, N., Drozd, S., Skakun, S., Duncan, E., Becker-Reshef, I.

Conference:Ā 13th International Conference on Dependable Systems, Services and Technologies (DESSERT), 2023

 

Generative adversarial network augmentation for solving the training data imbalance problem in crop classification

Authors:Ā Shumilo, L., Okhrimenko, A., Kussul, N., Drozd, S., Shkalikov, O.

Journal:Ā Remote Sensing Letters, 2023

 

War Damage Detection Based on Satellite Data

Authors:Ā Shelestov, A., Drozd, S., Mikava, P., Barabash, I., Yailymova, H.

Conference:Ā International Conference on Applied Innovation in IT, 2023

 

Forecast of Yield of Major Crops in Ukraine in War Conditions 2022 Based on MODIS and Sentinel-2 Satellite Data

Authors:Ā Kussul, N., Drozd, S., Yailymova, H.

Conference:Ā International Conference on Applied Innovation in IT, 2023

 

Mathematical Models and Informational Technologies of Crop Yield Forecasting in Cloud Environment

Authors:Ā Shumilo, L., Drozd, S., Kussul, N., Shelestov, A., Sylantyev, S.

Book Series:Ā Lecture Notes in Networks and Systems, 2023

 

Detection of War-Damaged Agricultural Fields of Ukraine Based on Vegetation Indices Using Sentinel-2 Data

Authors:Ā Kussul, N., Yailymova, H., Drozd, S.

Conference:Ā 12th International Conference on Dependable Systems, Services and Technologies (DESSERT), 2022

 

 

Yujie Bai | Oil-gas field | Young Scientist Award

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Ā Dr. Yujie Bai | Oil-gas field | Young Scientist Award

Dr. northeast petroleum university, China

šŸ‘©ā€šŸ”¬ Dr. Yujie Bai is a visionary in Petroleum and Natural Gas Engineering, graduating with a Doctorate from Northeast Petroleum University in 2021. Their pioneering research in chemical flooding for oil and gas recovery has earned them accolades, including the China Petroleum and Chemical Automation Association Technical Invention First Prize in 2024. With over 50 published papers and 20 patents, they’ve made significant contributions to the field. Their innovative work in synthesizing nanoparticles from acidizing flowback fluids has revolutionized oil recovery methods, showcasing a commitment to excellence and innovation in the industry.šŸŒŸ

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Education, Experience, and Academic Achievements

šŸŽ“ Graduating from Northeast Petroleum University in June 2021 with a Doctorate in Petroleum and Natural Gas Engineering, I embarked on a journey fueled by a passion for innovation and advancement in the oil and gas industry.

šŸ”¬ In 2021, I commenced my professional career, focusing primarily on pioneering research in chemical flooding to enhance oil and gas recovery methods. I proposed a groundbreaking technical method for extracting nano flooding systems from oil well-produced liquid, substantiating its feasibility through rigorous testing.

šŸ’” My research delved deep into the micro-interaction characteristics among various elements within porous media, including oil phase, water phase, rock formations, and nano-displacement systems. This exploration led to the establishment of a novel quantitative characterization method for emulsification rates, shedding light on the micro-seepage mechanisms of multiphase fluids in porous media.

šŸ† Over the years, I have demonstrated leadership by spearheading four significant scientific research projects and contributing as a core member to one National Natural Science Foundation and two national science and technology major projects. My contributions have been recognized through the publication of over 50 papers, with 30 indexed by SCI, and the acquisition of 20 authorized invention patents.

šŸŒŸ In 2024, my dedication and ingenuity were honored with the prestigious China Petroleum and Chemical Automation Association Technical Invention First Prize, reaffirming my commitment to excellence and innovation in the field.

Contributions to Research & Development, Innovations, and Extension Activities šŸš€

My involvement in research and development has been instrumental in exploring innovative solutions for the treatment of produced water and enhancing oil recovery processes. A notable contribution stems from the utilization of silicates found in flowback fluids from acidizing oil wells as raw materials for synthesizing nanomaterials.

Using the sol-gel method, we successfully synthesized nanomaterials from acidizing flowback fluids and meticulously optimized reaction conditions. Comprehensive assessments of interfacial tension, wetting angle, and surface tension were conducted, providing crucial insights into the solution’s properties.

In-depth investigations, including displacement efficiency tests and flooding experiments in two-dimensional flat cores, unveiled the mechanisms underlying enhanced oil recovery facilitated by nanoparticles. Our findings demonstrated that nanoparticles with a diameter of 351 nm could be effectively extracted and synthesized from acidizing flowback solutions at low pH levels.

The synthesized nanoparticles exhibited remarkable properties, altering interfacial properties between oil and water, thus enhancing recovery rates. At an injection concentration of 300 mg/L, significant reductions in water cut, up to 27.16%, were achieved, with subsequent water flooding yielding a recovery rate of 32.25%.

By advocating for the strategic elevation of nanoparticle injection concentrations derived from acidizing flowback fluids, we have paved the way for efficient oil and gas resource development. Our research outcomes not only present a novel method for treating oilfield wastewater but also offer promising avenues for advancing oil recovery technologies. šŸŒŠšŸ›¢ļøšŸ”¬

Publications Top Notes šŸ“

  1. Title: “Experimental study on the influence of clay particles on the stability of heavy oil emulsions and explanation of the influencing mechanism”
    • Journal: Energy Sources, Part A: Recovery, Utilization, and Environmental Effects
    • Year: 2024
    • DOI: 10.1080/15567036.2024.2320756
    • Contributors: Dan Li; Huifen Xia; Guangsheng Cao; Ning Zhang; Yujie Bai; Ying Liu; Zihang Zhang; Yuyang Du

 

  1. Title: “Unstable Coalescence Mechanism and Influencing Factors of Heterogeneous Oil Droplets”
    • Journal: Molecules
    • Year: 2024
    • DOI: 10.3390/molecules29071582
    • Contributors: Zhuolun Li; Xiayi Huang; Xuenan Xu; Yujie Bai; Che Zou

 

  1. Title: “The Effect of Crude Oil Stripped by Surfactant Action and Fluid Free Motion Characteristics in Porous Medium”
    • Journal: Molecules
    • Year: 2024
    • DOI: 10.3390/molecules29020288
    • Contributors: Qingchao Cheng; Guangsheng Cao; Yujie Bai; Ying Liu

 

  1. Title: “Permeability Enhancement Mechanism of Acidizing in Steam-Assisted Gravity Flooding Wells”
    • Journal: Processes
    • Year: 2023
    • DOI: 10.3390/pr11103004
    • Contributors: Ming Yu; Chao Xu; Yujie Bai; Che Zou; Weibo Liu; Guangsheng Cao; Xi Yi; Jing Zhang

 

  1. Title: “Probing the Demulsification Mechanism of Emulsion with SPAN Series Based on the Effect of Solid Phase Particles”
    • Journal: Molecules
    • Year: 2023
    • DOI: 10.3390/molecules28073261
    • Contributors: Qingchao Cheng; Guangsheng Cao; Yujie Bai; Zhixuan Zhu; Ning Zhang; Dongju Li

 

  1. Title: “Optimization of Anti-Plugging Working Parameters for Alternating Injection Wells of Carbon Dioxide and Water”
    • Journal: Processes
    • Year: 2022
    • DOI: 10.3390/pr10112447
    • Contributors: Kemin Li; Guangsheng Cao; Gaojun Shan; Ning Zhang; Xincheng Liu; Shengbo Zhai; Yujie Bai

 

  1. Title: “Preparation and Optimization of Modified Asphalt by Profile Control Parameters at Lamadian Oilfield”
    • Journal: Processes
    • Year: 2022
    • DOI: 10.3390/pr10101917
    • Contributors: Qing Luo; Kemin Li; Gaojun Shan; Guangsheng Cao; Yujie Bai; Ning Zhang; Jiajun Wu

 

  1. Title: “Construction of sulfur-free gel breaker agent system and investigation on gel-breaking mechanism for association fracturing fluid”
    • Journal: Energy Sources, Part A: Recovery, Utilization, and Environmental Effects
    • Year: 2022
    • DOI: 10.1080/15567036.2022.2083272
    • Contributors: Zhe Wang; Guangsheng Cao; Yujie Bai; Peilun Wang; Xin Wang; Xincheng Liu; Dan Li

 

  1. Title: “Study on migration characteristics of oil gas water three-phase interface and distribution law of remaining oil in gas cap edge water reservoir”
    • Journal: Energy Sources, Part A: Recovery, Utilization, and Environmental Effects
    • Year: 2022
    • DOI: 10.1080/15567036.2022.2090642
    • Contributors: Guangsheng Cao; Jiajun Wu; Ning Zhang; Yu Sui; Yujie Bai