Ứng dụng trí tuệ nhân tạo với môi trường (Cập nhật đến ngày 7/4/2023)

Trí tuệ nhân tạo (còn được gọi là AI) được coi là công nghệ sẽ thay đổi cuộc chơi lớn nhất trong nền kinh tế toàn cầu. Với sự gia tăng ngày một lớn về phạm vi và ứng dụng, ước tính đến năm 2030, trí tuệ nhân tạo sẽ đóng góp tới 15,7 nghìn tỷ đô cho nền kinh tế toàn cầu, nhiều hơn giá trị sản lượng hiện tại của cả Trung Quốc và Ấn Độ cộng lại. Trí tuệ nhân tạo được ứng dụng trong nhiều khía cạnh của cuộc sống giúp thay đổi cách sử dụng năng lượng, làm cho các thành phố trở nên trong sạch và bền vững hơn; hỗ trợ xây dựng nền nông nghiệp thông minh; góp phần bảo vệ đại dương hay dự đoán sự thay đổi của thời tiết và khí hậu một cách chính xác hơn… Để hiểu rõ hơn Cục Thông tin khoa học và công nghệ quốc gia xin giới thiệu một số bài nghiên cứu đã được xuất bản chính thức và các bài viết được chấp nhận đăng trên những cơ sở dữ liệu học thuật chính thống.

1. Sciencedirect

1. A review on control and abatement of soil pollution by heavy metals: Emphasis on artificial intelligence in recovery of contaminated soil
Environmental Research 28 February 2023 Volume 225 (Cover date: 15 May 2023) Article 115592
Krishna Gautam, Poonam Sharma, Huu Hao Ngo
https://www.sciencedirect.com/science/article/pii/S0013935123003845/pdfft?md5=63648776b0ef4c222713dc895723d6e1&pid=1-s2.0-S0013935123003845-main.pdf

2. Creation of sustainable growth with explainable artificial intelligence: An empirical insight from consumer packaged goods retailers
Journal of Cleaner Production 3 March 2023 Volume 399 (Cover date: 1 May 2023) Article 136605
Rajat Kumar Behera, Pradip Kumar Bala, Nripendra P. Rana
https://www.sciencedirect.com/science/article/pii/S0959652623007631/pdfft?md5=fca5a16eea5dc2f37a101123353ebc5b&pid=1-s2.0-S0959652623007631-main.pdf

3. Fire behavior prediction with artificial intelligence in thinned black pine (Pinus nigra Arnold) stand
Forest Ecology and Management 14 December 2022 Volume 529 (Cover date: 1 February 2023) Article 120707
Omer Kucuk, Volkan Sevinc
https://www.sciencedirect.com/science/article/pii/S0378112722007010/pdfft?md5=bd49de884d4de0b13f0b0bdf6b547167&pid=1-s2.0-S0378112722007010-main.pdf

4. A review of biowaste remediation and valorization for environmental sustainability: Artificial intelligence approach
Environmental Pollution 28 February 2023 Volume 324 (Cover date: 1 May 2023) Article 121363
Ria Aniza, Wei-Hsin Chen, Mathieu Pétrissans
https://www.sciencedirect.com/science/article/pii/S0269749123003652/pdfft?md5=d4a40345b5630c95fdfc302f4f0023e7&pid=1-s2.0-S0269749123003652-main.pdf

5. Artificial intelligence and machine learning tools for high-performance microalgal wastewater treatment and algal biorefinery: A critical review
Science of The Total Environment 11 March 2023 Volume 876 (Cover date: 10 June 2023) Article 162797
Raj Kumar Oruganti, Alka Pulimoottil Biji, Debraj Bhattacharyya
https://www.sciencedirect.com/science/article/pii/S0048969723014134/pdfft?md5=1343a1a0e96a0c1f229599559395849e&pid=1-s2.0-S0048969723014134-main.pdf

6. Artificial intelligence-aided preparation of perovskite SrFexZr1-xO3-δ catalysts for ozonation degradation of organic pollutant concentrated water after membrane treatment
Chemosphere 19 January 2023 Volume 318 (Cover date: March 2023) Article 137825
Xu Wang, Yanan Zhang, Lei Ma
https://www.sciencedirect.com/science/article/pii/S0045653523000917/pdfft?md5=b6b9e0062f17189ba9e71eb36ea493a2&pid=1-s2.0-S0045653523000917-main.pdf

7. A holistic review on how artificial intelligence has redefined water treatment and seawater desalination processes
Desalination 9 November 2022 Volume 546 (Cover date: 15 January 2023) Article 116221
Saikat Sinha Ray, Rohit Kumar Verma, Young-Nam Kwon
https://www.sciencedirect.com/science/article/pii/S0011916422006762/pdfft?md5=ed68f6cc88864b244b3e7cb2fadc43f2&pid=1-s2.0-S0011916422006762-main.pdf

8. Development of an artificial intelligence-based framework for biogas generation from a micro anaerobic digestion plant
Waste Management 12 January 2023 Volume 158 (Cover date: 1 March 2023) Pages 66-75
Ikechukwu Offie, Farzad Piadeh, Rokiah Yaman
https://www.sciencedirect.com/science/article/pii/S0956053X22006286/pdfft?md5=34bc89a8a84a7dc4798d6d8d9f1163e1&pid=1-s2.0-S0956053X22006286-main.pdf

9. Human expertise combined with artificial intelligence improves performance of snow leopard camera trap studies
Global Ecology and Conservation 5 December 2022 Volume 41 (Cover date: January 2023) Article e02350
Eve Bohnett, Sorosh Poya Faryabi, Stephane Ostrowski
https://www.sciencedirect.com/science/article/pii/S2351989422003523/pdfft?md5=caf764e93839ae891167f41470c1f54a&pid=1-s2.0-S2351989422003523-main.pdf

10. Method and evaluations of the effective gain of artificial intelligence models for reducing CO2 emissions
Journal of Environmental Management 14 January 2023 Volume 331 (Cover date: 1 April 2023) Article 117261
Paul Delanoë, Dieudonné Tchuente, Guillaume Colin
https://www.sciencedirect.com/science/article/pii/S030147972300049X/pdfft?md5=d7683d6dfb883aa9528070abc5491845&pid=1-s2.0-S030147972300049X-main.pdf

11. Adopting Artificial Intelligence for enhancing the implementation of systemic circularity in the construction industry: A critical review
Sustainable Production and Consumption 10 December 2022 Volume 35 (Cover date: January 2023) Pages 509-524
Benjamin I. Oluleye, Daniel W. M. Chan, Prince Antwi-Afari
https://www.sciencedirect.com/science/article/pii/S2352550922003232/pdfft?md5=6be8ff663ceef0840a6c351c647f8ec8&pid=1-s2.0-S2352550922003232-main.pdf

12. Identification and quantification of anomalies in environmental gamma dose rate time series using artificial intelligence
Journal of Environmental Radioactivity 27 January 2023 Volumes 259–260 (Cover date: April 2023) Article 107082
Harald Breitkreutz, Josef Mayr, Ulrich Stöhlker
https://www.sciencedirect.com/science/article/pii/S0265931X22002739/pdfft?md5=4e57b8d37c8607acafcfa2b5c954ecdf&pid=1-s2.0-S0265931X22002739-main.pdf

13. In-situ heat losses measurements of parabolic trough receiver tubes based on infrared camera and artificial intelligence
Environmental Challenges 10 January 2023 Volume 10 (Cover date: January 2023) Article 100679
Ayoub Oufadel, Massaab El Ydrissi, Farid Abdi
https://www.sciencedirect.com/science/article/pii/S2667010023000021/pdfft?md5=e7b23c67989923c4b8577ff7edbb2cf2&pid=1-s2.0-S2667010023000021-main.pdf

14. Deciphering optimal mixed-mode ventilation in the tropics using reinforcement learning with explainable artificial intelligence
Energy and Buildings 11 November 2022 Volume 278 (Cover date: 1 January 2023) Article 112629
Xilei Dai, Siyu Cheng, Adrian Chong
https://www.sciencedirect.com/science/article/pii/S0378778822008003/pdfft?md5=9dffec1f424b2795b17dd333613d69f9&pid=1-s2.0-S0378778822008003-main.pdf

15. Application of artificial intelligence for tree risk assessment optimization in Itanhaém – São Paulo, Brazil
Urban Forestry & Urban Greening 23 January 2023 Volume 81 (Cover date: March 2023) Article 127844
Tamara Ribeiro Botelho de Carvalho Maria, Daniela Biondi, Tatiane Lima Ho
https://www.sciencedirect.com/science/article/pii/S1618866723000158/pdfft?md5=536dd86ae444d359b486c9ce53244411&pid=1-s2.0-S1618866723000158-main.pdf

16. One month in advance prediction of air temperature from Reanalysis data with eXplainable Artificial Intelligence techniques
Atmospheric Research 9 January 2023 Volume 284 (Cover date: 15 March 2023) Article 106608
Antonio Manuel Gómez-Orellana, David Guijo-Rubio, César Hervás-Martínez
https://www.sciencedirect.com/science/article/pii/S0169809523000054/pdfft?md5=19126c2d2ba10e7b8c96b1fe426dba1a&pid=1-s2.0-S0169809523000054-main.pdf

17. Water footprint modeling and forecasting of cassava based on different artificial intelligence algorithms in Guangxi, China
Journal of Cleaner Production 18 November 2022 Volume 382 (Cover date: 1 January 2023) Article 135238
Mingfeng Tao, Tingting Zhang, Xiaojing Liang
https://www.sciencedirect.com/science/article/pii/S0959652622048120/pdfft?md5=4bfc223a2fe903cddd73369e7673bc48&pid=1-s2.0-S0959652622048120-main.pdf

18. Explainable artificial intelligence (XAI) for interpreting the contributing factors feed into the wildfire susceptibility prediction model
Science of The Total Environment Available online 24 March 2023 In press, journal pre-proof Article 163004
Abolfazl Abdollahi, Biswajeet Pradhan
https://www.sciencedirect.com/science/article/pii/S0048969723016224/pdfft?md5=1506b11e1904642ff5f8fdbeb42565f9&pid=1-s2.0-S0048969723016224-main.pdf

19. A smart sustainable system for flood damage management with the application of artificial intelligence and multi-criteria decision-making computations
International Journal of Disaster Risk Reduction 5 December 2022 Volume 84 (Cover date: January 2023) Article 103470
Omid Zabihi, Maryam Siamaki, Mostafa Hajiaghaei-Keshteli
https://www.sciencedirect.com/science/article/pii/S2212420922006896/pdfft?md5=3b0a97b06628c9ebe2649713ef5b4951&pid=1-s2.0-S2212420922006896-main.pdf

20. Using artificial intelligence to support marine macrolitter research: A content analysis and an online database
Ocean & Coastal Management 29 December 2022 Volume 233 (Cover date: 15 February 2023) Article 106466
Dimitris V. Politikos, Argyro Adamopoulou, Francois Galgani
https://www.sciencedirect.com/science/article/pii/S0964569122004422/pdfft?md5=8d92524e1164f5eeef7e3a3aa1333502&pid=1-s2.0-S0964569122004422-main.pdf

21. Artificial intelligence for sustainability: Facilitating sustainable smart product-service systems with computer vision
Journal of Cleaner Production  10 March 2023 Volume 402 (Cover date: 20 May 2023) Article 136748
Jannis Walk, Niklas Kühl, Jürgen Schatte
https://www.sciencedirect.com/science/article/pii/S095965262300906X/pdfft?md5=701879d2a14385976492ebf0493643a2&pid=1-s2.0-S095965262300906X-main.pdf

22. Metal bioleaching from printed circuit boards by bio-Fenton process: Optimization and prediction by response surface methodology and artificial intelligence models
Journal of Environmental Management 21 November 2022 Volume 326, Part B (Cover date: 15 January 2023) Article 116797
Amber Trivedi, Subrata Hait
https://www.sciencedirect.com/science/article/pii/S0301479722023702/pdfft?md5=ca6d680ffbcdbf51654daca3d78c66e1&pid=1-s2.0-S0301479722023702-main.pdf

23. Optimization and prediction of lead removal from aqueous solution using FO–MD hybrid process: Statistical and artificial intelligence analysis
Journal of Environmental Management 16 March 2023 Volume 337 (Cover date: 1 July 2023) Article 117731
Ali Boubakri, Sarra Elgharbi, Salah Al-Tahar Bouguecha
https://www.sciencedirect.com/science/article/pii/S0301479723005194/pdfft?md5=b580422b35e5e4d32c64fc962c491f58&pid=1-s2.0-S0301479723005194-main.pdf

24. Spatio-temporal air quality analysis and PM2.5 prediction over Hyderabad City, India using artificial intelligence techniques
Ecological Informatics 13 March 2023 Volume 76 (Cover date: September 2023) Article 102067
P. R. Gokul, Aneesh Mathew, Abhilash T. Nair
https://www.sciencedirect.com/science/article/pii/S1574954123000961/pdfft?md5=8cdcd26bddad8a610f3dc853f7fda900&pid=1-s2.0-S1574954123000961-main.pdf

25. Leveraging explainable artificial intelligence and big trip data to understand factors influencing willingness to ridesharing
Travel Behaviour and Society 7 January 2023 Volume 31 (Cover date: April 2023) Pages 284-294
Ziqi Li
https://www.sciencedirect.com/science/article/pii/S2214367X22001466/pdfft?md5=e938bf9842f5ec6ffe25fbfbece1e410&pid=1-s2.0-S2214367X22001466-main.pdf

26. Thermodegradation characterization of microplastics: Dispersion effect and pyrolysis kinetics by artificial intelligence
Chemical Engineering Journal 2 January 2023 Volume 457 (Cover date: 1 February 2023) Article 141285
Wei-Hsin Chen, Shih-Che Sun, Cheng-Di Dong
https://www.sciencedirect.com/science/article/pii/S1385894723000165/pdfft?md5=c044cac0cde7d7f03b64b7a72d122535&pid=1-s2.0-S1385894723000165-main.pdf

27. Decolourization of bromocresol green dye solution by acid functionalized rice husk: Artificial intelligence modeling, GA optimization, and adsorption studies
Journal of Hazardous Materials Advances 22 December 2022 Volume 9 (Cover date: February 2023) Article 100224
Chijioke Elijah Onu, Benjamin Nnamdi Ekwueme, Ogochukwu Onyinye Onu
https://www.sciencedirect.com/science/article/pii/S2772416622001802/pdfft?md5=73bba7a8b8d265a1c6b84831255f7ab6&pid=1-s2.0-S2772416622001802-main.pdf

28. Alternaria spore exposure in Bavaria, Germany, measured using artificial intelligence algorithms in a network of BAA500 automatic pollen monitors
Science of The Total Environment 17 November 2022 Volume 861 (Cover date: 25 February 2023) Article 160180
Mónica González-Alonso, Mihai Boldeanu, Jeroen Buters
https://www.sciencedirect.com/science/article/pii/S0048969722072801/pdfft?md5=51935b73f0a9279b343e95cbd7b284cb&pid=1-s2.0-S0048969722072801-main.pdf

29. Electrochemically mediated amine regeneration and proton concentration modulation processes for flue gas CO2 capture: Comparison and artificial intelligence-based optimization
Journal of CO2 Utilization 11 November 2022 Volume 67 (Cover date: January 2023) Article 102306
Amirhossein Hasanzadeh, Shahriyar Ghazanfari Holagh, Morteza Khalilian
https://www.sciencedirect.com/science/article/pii/S2212982022004255/pdfft?md5=7984ef20d629555a27ed161c2d4d6a0c&pid=1-s2.0-S2212982022004255-main.pdf

30. Transforming data into actionable knowledge for fault detection, diagnosis and prognosis in urban wastewater systems with AI techniques: A mini-review
Process Safety and Environmental Protection 17 February 2023 Volume 172 (Cover date: April 2023) Pages 501-512
Yiqi Liu, Pedram Ramin, Krist V. Gernaey
https://www.sciencedirect.com/science/article/pii/S0957582023001428/pdfft?md5=3cdebe5c0fd76757f662ad7b49d98cb3&pid=1-s2.0-S0957582023001428-main.pdf

31. Application of machine learning initiatives and intelligent perspectives for CO2 emissions reduction in construction
Journal of Cleaner Production 7 December 2022 Volume 384 (Cover date: 15 January 2023) Article 135504
Leila Farahzadi, Mahdi Kioumarsi
https://www.sciencedirect.com/science/article/pii/S0959652622050788/pdfft?md5=2f9bc1fdd8d217a51da6dbe1eebdda7d&pid=1-s2.0-S0959652622050788-main.pdf

32. Mapping of groundwater salinization and modelling using meta-heuristic algorithms for the coastal aquifer of eastern Saudi Arabia
Science of The Total Environment 2 November 2022 Volume 858, Part 2 (Cover date: 1 February 2023) Article 159697
S. I. Abba, Mohammed Benaafi, Isam H. Aljundi
https://www.sciencedirect.com/science/article/pii/S0048969722067973/pdfft?md5=d48803c0c3b207d7c50a8db8a7d4b885&pid=1-s2.0-S0048969722067973-main.pdf

33. Deep learning for detecting macroplastic litter in water bodies: A review
Water Research 16 January 2023 Volume 231 (Cover date: 1 March 2023) Article 119632
Tianlong Jia, Zoran Kapelan, Riccardo Taormina
https://www.sciencedirect.com/science/article/pii/S0043135423000672/pdfft?md5=b0281ab70ec7285d9238f29bdf5509cf&pid=1-s2.0-S0043135423000672-main.pdf

34. Intelligent process optimisation based on cutting-edge emotional learning for performance evaluation of NF/RO of seawater desalination plant
Desalination 17 January 2023 Volume 550 (Cover date: 15 March 2023) Article 116376
S. I. Abba, Mohammed Benaafi, Isam H. Aljundi
https://www.sciencedirect.com/science/article/pii/S0011916423000085/pdfft?md5=e75c4217aa059ad7cd14cee3ab695ae9&pid=1-s2.0-S0011916423000085-main.pdf

35. Energy-efficient AI-based Control of Semi-closed Greenhouses Leveraging Robust Optimization in Deep Reinforcement Learning
Advances in Applied Energy 22 December 2022 Volume 9 (Cover date: February 2023) Article 100119
Akshay Ajagekar, Neil S. Mattson, Fengqi You
https://www.sciencedirect.com/science/article/pii/S2666792422000373/pdfft?md5=c903e01c7528e5ba20db4d2ad277cb7a&pid=1-s2.0-S2666792422000373-main.pdf

36. Pattern recognition describing spatio-temporal drivers of catchment classification for water quality
Science of The Total Environment 17 November 2022 Volume 861 (Cover date: 25 February 2023)A rticle 160240
Cherie M. O’Sullivan, Afshin Ghahramani, Keith G. Pembleton
https://www.sciencedirect.com/science/article/pii/S0048969722073405/pdfft?md5=a0fd7c88b53aadaaeab0ebeb8d996fbd&pid=1-s2.0-S0048969722073405-main.pdf

37. Development of transparent high-frequency soft sensor of total nitrogen and total phosphorus concentrations in rivers using stacked convolutional auto-encoder and explainable AI
Journal of Water Process Engineering 20 March 2023 Volume 53 (Cover date: July 2023) Article 103661
Abdulrahman H. Ba-Alawi, SungKu HeoChang, Kyoo Yoo
https://www.sciencedirect.com/science/article/pii/S2214714423001782/pdfft?md5=7a38280d35256d349942f75d106f3643&pid=1-s2.0-S2214714423001782-main.pdf

38. Machine learning-based real-time prediction of micropollutant behaviour in forward osmosis membrane (waste)water treatment
Journal of Cleaner Production 14 January 2023 Volume 389 (Cover date: 20 February 2023) Article 136023
Nguyen Duc Viet, Am Jang
https://www.sciencedirect.com/science/article/pii/S0959652623001816/pdfft?md5=3e6d76c7476f9fcf9741ac7ecd50064a&pid=1-s2.0-S0959652623001816-main.pdf

39. Digital twin with Machine learning for predictive monitoring of CO2 equivalent from existing buildings
Energy and Buildings 10 February 2023 Volume 284 (Cover date: 1 April 2023) Article 112851
Arva Arsiwala, Faris Elghaish, Mohammed Zoher
https://www.sciencedirect.com/science/article/pii/S0378778823000816/pdfft?md5=3546d239833ef6cd16f9f966d5ab62ee&pid=1-s2.0-S0378778823000816-main.pdf

40. Machine learning reveals the complex ecological interplay of microbiome in a full-scale membrane bioreactor wastewater treatment plant
Environmental Research 25 January 2023 Volume 222 (Cover date: 1 April 2023) Article 115366
Jonathan Wijaya, Seungdae Oh
https://www.sciencedirect.com/science/article/pii/S0013935123001585/pdfft?md5=2df1449ccacbda04d4fb08cee4d93cbf&pid=1-s2.0-S0013935123001585-main.pdf

41. Evaluation of greenhouse gas emissions from aerobic and anaerobic wastewater treatment plants in Southeast of Italy
Journal of Environmental Management 24 March 2023 Volume 337 (Cover date: 1 July 2023) Article 117767
Ezio Ranieri, Gianfranco D'Onghia, Ada Cristina Ranieri
https://www.sciencedirect.com/science/article/pii/S0301479723005558/pdfft?md5=641bf417d50537e5a9ffea9fa7cf7ee5&pid=1-s2.0-S0301479723005558-main.pdf

Nguồn: Cục Thông tin khoa học và công nghệ quốc gia, 7/4/2023