Viễn thám và ứng dụng trong đời sống
Cập nhật vào: Thứ hai - 09/10/2023 00:01 Cỡ chữ
Viễn thám là một ngành khoa học thu thập các thông tin về bề mặt Trái đất hoặc các thông tin gần bề mặt Trái đất thông qua hệ thống cảm biến được gắn vào máy bay, vệ tinh, tàu vũ trụ… và quá trình xử lý, giải đoán các dữ liệu đó để phục vụ cho việc nhận biết cũng như quản lý tài nguyên và môi trường.
Lĩnh vực ứng dụng của viễn thám rất đa dạng. Tùy theo từng lĩnh vực cần phải chọn loại ảnh thích hợp nhất, nghĩa là loại cảm biến có độ phân giải không gian, phân giải phổ và độ phân giải thời gian thích hợp với yêu cầu cụ thể.
Viễn thám được ứng dụng vào: Khảo cổ học, quản lí sự biến đổi môi trường, điều tra đất, địa chất, nông lâm nghiệp, quản lí đất đai. Ngoài ra viễn thám còn được ứng dụng trong việc phát triển kinh tế - xã hội, phục vụ các nhiệm vụ an ninh - quốc phòng và trong việc điều tra nghiên cứu biển…
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. High-resolution image compression algorithms in remote sensing imaging
Displays 2 June 2023 Volume 79 (Cover date: September 2023) Article 102462
Xianghe Ma
https://www.sciencedirect.com/science/article/pii/S0141938223000951/pdfft?md5=00489e3ea1eeda9624ef509b029b6baf&pid=1-s2.0-S0141938223000951-main.pdf
2. Dual policy iteration-reinforcement learning to optimize the detection quality of passive remote sensing device
Signal Processing 6 March 2023 Volume 209 (Cover date: August 2023) Article 109002
Rui Guo, Zhonghao Fu
https://www.sciencedirect.com/science/article/pii/S0165168423000762/pdfft?md5=4486af617836da85aedc98ae09d2922f&pid=1-s2.0-S0165168423000762-main.pdf
3. Supplemented with reinforcement learning to improve the detection of passive remote sensing devices
Signal Processing 20 February 2023 Volume 209 (Cover date: August 2023) Article 108977
Hong Peng, Rui Guo
https://www.sciencedirect.com/science/article/pii/S0165168423000518/pdfft?md5=e7401e64b327e9285e27b0fbbb0b5530&pid=1-s2.0-S0165168423000518-main.pdf
4. Editorial for special issue on “Remote sensing in identifying degraded natural ecosystems and assessing the impact of ecological restorations”
Ecological Engineering 21 March 2023 Volume 191 (Cover date: June 2023) Article 106960
Liang Zhai, Ling Ji, Yulei Xie
https://www.sciencedirect.com/science/article/pii/S0925857423000691/pdfft?md5=145b81c21879ad3adf4b1b533f73a55c&pid=1-s2.0-S0925857423000691-main.pdf
5. Remote sensing for landslide investigations: A progress report from China
Engineering Geology 8 May 2023 Volume 321 (Cover date: August 2023) Article 107156
Qiang Xu, Bo Zhao, Daqing Ge
https://www.sciencedirect.com/science/article/pii/S0013795223001746/pdfft?md5=542f13210ab3f4ff4d000e0995ace331&pid=1-s2.0-S0013795223001746-main.pdf
6. Deep semantic-aware remote sensing image deblurring
Signal Processing 21 May 2023 Volume 211 (Cover date: October 2023) Article 109108
Zhenbo Song, Zhenyuan Zhang, Jianfeng Lu
https://www.sciencedirect.com/science/article/pii/S0165168423001822/pdfft?md5=e4b6409c22b4d26678ea3b4242d4788a&pid=1-s2.0-S0165168423001822-main.pdf
7. GEE can prominently reduce uncertainties from input data and parameters of the remote sensing-driven distributed hydrological model
Science of The Total Environment 26 January 2023 Volume 870 (Cover date: 20 April 2023) Article 161852
Zihao Pan, Shengtian Yang, Yunmeng Dai
https://www.sciencedirect.com/science/article/pii/S0048969723004679/pdfft?md5=74128ccf7ad3d8c4bb30999be2c8f43e&pid=1-s2.0-S0048969723004679-main.pdf
8. FDLR-Net: A feature decoupling and localization refinement network for object detection in remote sensing images
Expert Systems with Applications 11 April 2023 Volume 225 (Cover date: 1 September 2023) Article 120068
Jinsheng Xiao, Yuntao Yao, Yuan-Fang Wang
https://www.sciencedirect.com/science/article/pii/S0957417423005705/pdfft?md5=0867198c2a3b325dc28156541757f8d6&pid=1-s2.0-S0957417423005705-main.pdf
9. Present and future scopes and challenges of plant pest and disease (P&D) monitoring: Remote sensing, image processing, and artificial intelligence perspectives
Remote Sensing Applications: Society and Environment 22 June 2023 Volume 32 (Cover date: November 2023) Article 100996
Hasan M. Abdullah, Nusrat T. Mohana, Tofayel Ahamed
https://www.sciencedirect.com/science/article/pii/S2352938523000782/pdfft?md5=3878404064f21fa4bfc6452a721914c3&pid=1-s2.0-S2352938523000782-main.pdf
10. UAV remote sensing image stitching via improved VGG16 Siamese feature extraction network
Expert Systems with Applications 25 May 2023 Volume 229, Part A (Cover date: 1 November 2023) Article 120525
Fuzhen Zhu, Jiacheng Li, Guoxin Liu
https://www.sciencedirect.com/science/article/pii/S0957417423010278/pdfft?md5=b90a08f632936214f8a23803e272b3a7&pid=1-s2.0-S0957417423010278-main.pdf
11. Hashing-based remote sensing image tamper detection system
Digital Signal Processing 30 May 2023 Volume 140 (Cover date: August 2023) Article 104101
Kunshu Wang, Xiaofan Xia, Tiegang Gao
https://www.sciencedirect.com/science/article/pii/S1051200423001963/pdfft?md5=a2de260d30bd20383f79a0da2eebdb42&pid=1-s2.0-S1051200423001963-main.pdf
12. Drone remote sensing in urban forest management: A case study
Urban Forestry & Urban Greening 7 June 2023 Volume 86 (Cover date: August 2023 )Article 127978
Mia T. Wavrek, Eric Carr, Michael L. McKinney
https://www.sciencedirect.com/science/article/pii/S1618866723001498/pdfft?md5=fcbdb610147178909efd63a66fdbc0d7&pid=1-s2.0-S1618866723001498-main.pdf
13. Forest fuel type classification: Review of remote sensing techniques, constraints and future trends
Journal of Environmental Management 6 June 2023 Volume 342 (Cover date: 15 September 2023) Article 118315
Abolfazl Abdollahi, Marta Yebra
https://www.sciencedirect.com/science/article/pii/S0301479723011039/pdfft?md5=37f3c72ca205fd42f30c72188e4c0b66&pid=1-s2.0-S0301479723011039-main.pdf
14. SCFNet: Semantic correction and focus network for remote sensing image object detection
Expert Systems with Applications 30 March 2023 Volume 224 (Cover date: 15 August 2023) Article 119980
Chenke Yue, Junhua Yan, Pengyu Guo
https://www.sciencedirect.com/science/article/pii/S0957417423004827/pdfft?md5=09bc32bb053e8320eda237570250d3c3&pid=1-s2.0-S0957417423004827-main.pdf
15. Pixel-level road crack detection in UAV remote sensing images based on ARD-Unet
Measurement 28 June 2023 Volume 219 (Cover date: 30 September 2023) Article 113252
Yuxi Gao, Hongbin Cao, Guoxiong Zhou
https://www.sciencedirect.com/science/article/pii/S0263224123008163/pdfft?md5=3c648922867f650f43b0d5f6a17dd91c&pid=1-s2.0-S0263224123008163-main.pdf
16. Multimodal remote sensing application for weed competition time series analysis in maize farmland ecosystems
Journal of Environmental Management 15 June 2023 Volume 344 (Cover date: 15 October 2023) Article 118376
Longzhe Quan, Zhaoxia Lou, Wenfeng Sun
https://www.sciencedirect.com/science/article/pii/S0301479723011647/pdfft?md5=888fb960c1a7747debdfc167aad53996&pid=1-s2.0-S0301479723011647-main.pdf
17. An integrated approach for estimating soil health: Incorporating digital elevation models and remote sensing of vegetation
Computers and Electronics in Agriculture 17 May 2023 Volume 210 (Cover date: July 2023) Article 107922
Kamal Khosravi Aqdam, Salar Rezapour, Amin Nouri
https://www.sciencedirect.com/science/article/pii/S0168169923003101/pdfft?md5=027a95463d80938e92229c7a79e12039&pid=1-s2.0-S0168169923003101-main.pdf
18. Atmospheric remote sensing for anthropogenic methane emissions: Applications and research opportunities
Science of The Total Environment 9 June 2023 Volume 893 (Cover date: 1 October 2023) Article 164701
Siwei Zhang, Jun Ma, Cui Guo
https://www.sciencedirect.com/science/article/pii/S0048969723033247/pdfft?md5=c45cb14ee30455c3534374f36859bd8f&pid=1-s2.0-S0048969723033247-main.pdf
19. Real-time monitoring of insects based on laser remote sensing
Ecological Indicators 29 April 2023 Volume 151 (Cover date: July 2023) Article 110302
Yihao Wang, Chunjiang Zhao, Kun Wang
https://www.sciencedirect.com/science/article/pii/S1470160X23004442/pdfft?md5=89edc32094b973106d288ceaf9a605cd&pid=1-s2.0-S1470160X23004442-main.pdf
20. OPTRAM-ET: A novel approach to remote sensing of actual evapotranspiration applied to Sentinel-2 and Landsat-8 observations
Remote Sensing of Environment 10 January 2023 Volume 286 (Cover date: 1 March 2023) Article 113443
Ali Mokhtari, Morteza Sadeghi, Kang Yu
https://www.sciencedirect.com/science/article/pii/S0034425722005491/pdfft?md5=fa8b6630eedf0c073573b7cc3a389189&pid=1-s2.0-S0034425722005491-main.pdf
21. Comparison of multi-source remote sensing data for estimating and mapping above-ground biomass in the West Usambara tropical montane forests
Scientific African 15 June 2023 Volume 21 (Cover date: September 2023) Article e01763
Sami D. Madundo, Ernest W. Mauya, Charles J. Kilawe
https://www.sciencedirect.com/science/article/pii/S2468227623002193/pdfft?md5=0942e8b772f656105f7bea3d670b149d&pid=1-s2.0-S2468227623002193-main.pdf
22. A remote sensing image rotation object detection approach for real-time environmental monitoring
Sustainable Energy Technologies and Assessments 21 May 2023 Volume 57 (Cover date: June 2023) Article 103270
Wanyuan Tang, Fan He, Keping Yu
https://www.sciencedirect.com/science/article/pii/S2213138823002631/pdfft?md5=efabe28c1a38554820798904553087a5&pid=1-s2.0-S2213138823002631-main.pdf
23. Extreme events and impacts on organic carbon cycles from ocean color remote sensing: Review with case study, challenges, and future directions
Earth-Science Reviews Available online 11 July 2023 In press, journal pre-proof Article 104503
Eurico J. D'Sa, Maria Tzortziou, Bingqing Liu
https://www.sciencedirect.com/science/article/pii/S0012825223001927/pdfft?md5=3794c26003cff5eb5c2e51f1ad39783e&pid=1-s2.0-S0012825223001927-main.pdf
24. AST: Adaptive Self-supervised Transformer for optical remote sensing representation
ISPRS Journal of Photogrammetry and Remote Sensing 5 May 2023 Volume 200 (Cover date: June 2023) Pages 41-54
Qibin He, Xian Sun, Michael Ying Yang
https://www.sciencedirect.com/science/article/pii/S0924271623000928/pdfft?md5=ef895fadafa09320324767285cfd188b&pid=1-s2.0-S0924271623000928-main.pdf
25. Crop yield estimation based on assimilation of crop models and remote sensing data: A systematic evaluation
Agricultural Systems 5 July 2023 Volume 210 (Cover date: August 2023) Article 103711
Li Luo, Shikun Sun, Xiaobo Luan
https://www.sciencedirect.com/science/article/pii/S0308521X23001166/pdfft?md5=2881cc0fc981880cdbc249b9fd3b5dbc&pid=1-s2.0-S0308521X23001166-main.pdf
26. Spatial change recognition model using artificial intelligence to remote sensing
Procedia Computer Science 13 January 2023 Volume 217 (Cover date: 2023) Pages 62-71
Majid Mirbod, Baback Rezaei, Mehrnoosh Najafi
https://www.sciencedirect.com/science/article/pii/S1877050922022803/pdfft?md5=2445d0149e968e908f6541d537650fa1&pid=1-s2.0-S1877050922022803-main.pdf
27. Fuzzy wavelet neural network driven vehicle detection on remote sensing imagery
Computers and Electrical Engineering 24 May 2023 Volume 109, Part A (Cover date: July 2023) Article 108765
Mohammed Altaf Ahmed, Sara A Althubiti, E. Laxmi Lydia
https://www.sciencedirect.com/science/article/pii/S0045790623001891/pdfft?md5=5c6659c78a2ec18edb613bc0e94d9745&pid=1-s2.0-S0045790623001891-main.pdf
28. Remote sensing image compression with long-range convolution and improved non-local attention model
Signal Processing 8 March 2023 Volume 209 (Cover date: August 2023) Article 109005
Shao Xiang, Qiaokang Liang
https://www.sciencedirect.com/science/article/pii/S0165168423000798/pdfft?md5=374663288bd8234521f739bc581a0869&pid=1-s2.0-S0165168423000798-main.pdf
29. Spatiotemporal networks for ENSO forecasting with LICOM3 and remote sensing data
Engineering Applications of Artificial Intelligence 30 June 2023 Volume 125 (Cover date: October 2023) Article 106641
Xuanying Zhang, Yuzhu Wang, Hailong Liu
https://www.sciencedirect.com/science/article/pii/S0952197623008254/pdfft?md5=9a6db9d5441cc8af8a218f405f4660d6&pid=1-s2.0-S0952197623008254-main.pdf
30. ERMF: Edge refinement multi-feature for change detection in bitemporal remote sensing images
Signal Processing: Image Communication 18 April 2023 Volume 116 (Cover date: August 2023) Article 116964
Zixuan Song, Xiongfei Li, Xiaoli Zhang
https://www.sciencedirect.com/science/article/pii/S0923596523000462/pdfft?md5=7c24704b90dc239f1b157538080fb60a&pid=1-s2.0-S0923596523000462-main.pdf
31. The impact of remote sensing on monitoring and reporting - The case of conformance systems
Journal of Cleaner Production 3 February 2023 Volume 393 (Cover date: 20 March 2023) Article 136331
John Reid, Pavel Castka
https://www.sciencedirect.com/science/article/pii/S0959652623004894/pdfft?md5=7c00bb80980bac1b419e6fec6bed0c18&pid=1-s2.0-S0959652623004894-main.pdf
32. Conflict forecasting using remote sensing data: An application to the Syrian civil war
International Journal of Forecasting Available online 5 May 2023 In press, corrected proof
Daniel Racek, Paul W. Thurner, Göran Kauermann
https://www.sciencedirect.com/science/article/pii/S0169207023000377/pdfft?md5=08ac6c7a33c1007d7ec6a0a41f1f3699&pid=1-s2.0-S0169207023000377-main.pdf
33. An examination of thematic research, development, and trends in remote sensing applied to conservation agriculture
International Soil and Water Conservation Research Available online 12 April 2023 In press, corrected proof
Zobaer Ahmed, Aaron Shew, Kristofor Brye
https://www.sciencedirect.com/science/article/pii/S2095633923000278/pdfft?md5=e90ca8509af0cee153be7ffbb31d4932&pid=1-s2.0-S2095633923000278-main.pdf
34. Synergistic use of remote sensing data and in-situ investigations to characterize the lunar surface
Advances in Space Research Available online 12 May 2023 In press, corrected proof
Aanchal Sharma, Shashi Kumar, Sriram Saran Bhiravarasu
https://www.sciencedirect.com/science/article/pii/S0273117723003538/pdfft?md5=a9d6daaeb6b8b0532dd61e9b4283e018&pid=1-s2.0-S0273117723003538-main.pdf
35. Not just select samples, but exploration: Genetic programming aided remote sensing target detection under deep learning
Applied Soft Computing 26 June 2023 Volume 145 (Cover date: September 2023) Article 110570
Shuai Wang, Shichen Huang, Ying Bi
https://www.sciencedirect.com/science/article/pii/S1568494623005884/pdfft?md5=eee8b7657e578a49e81b2e8f7086332c&pid=1-s2.0-S1568494623005884-main.pdf
36. Assessment of total evaporation rates and its surface distribution by tridimensional modelling and remote sensing
Journal of Environmental Management 28 November 2022 Volume 327 (Cover date: 1 February 2023) Article 116846
Sofia M. G. Rocha, Ernesto Molinas, Iran E. Lima Neto
https://www.sciencedirect.com/science/article/pii/S0301479722024197/pdfft?md5=d59fb1012874c86111a938584bed1cea&pid=1-s2.0-S0301479722024197-main.pdf
37. Development of a map for land use and land cover classification of the Northern Border Region using remote sensing and GIS
The Egyptian Journal of Remote Sensing and Space Science 12 May 2023 Volume 26, Issue 2 (Cover date: August 2023) Pages 341-350
Abdulbasit A. Darem, Asma A. Alhashmi, Geraldine A. Sutantra
https://www.sciencedirect.com/science/article/pii/S1110982323000248/pdfft?md5=03b58c37e953493afd17f591652bc6bc&pid=1-s2.0-S1110982323000248-main.pdf
38. On the automatic quality assessment of annotated sample data for object extraction from remote sensing imagery
ISPRS Journal of Photogrammetry and Remote Sensing 1 June 2023 Volume 201 (Cover date: July 2023) Pages 153-173
Zhili Zhang, Qi Zhang, Dehui Zhu
https://www.sciencedirect.com/science/article/pii/S0924271623001430/pdfft?md5=e9629bb60d695410babc924f96def636&pid=1-s2.0-S0924271623001430-main.pdf
39. The performance of SPEI integrated remote sensing data for monitoring agricultural drought in the North China Plain
Field Crops Research 14 July 2023 Volume 302 (Cover date: 15 October 2023) Article 109041
Haigen Zhao, Yingchun Huang, Tianjie Lei
https://www.sciencedirect.com/science/article/pii/S0378429023002344/pdfft?md5=ca689f736ec71c9c5133edf76e174afa&pid=1-s2.0-S0378429023002344-main.pdf
40. SRS-Net: Training object detectors from scratch for remote sensing images without pretraining
Chinese Journal of Aeronautics Available online 8 February 2023 In press, uncorrected proof
Haining WANG, Yang LI, Shuyan NI
https://www.sciencedirect.com/science/article/pii/S1000936123000249/pdfft?md5=464f241ccaaa932712f7c9387c2b4c8b&pid=1-s2.0-S1000936123000249-main.pdf
41. A triplet graph convolutional network with attention and similarity-driven dictionary learning for remote sensing image retrieval
Expert Systems with Applications 8 June 2023 Volume 232 (Cover date: 1 December 2023) Article 120579
Jacob Regan, Mahdi Khodayar
https://www.sciencedirect.com/science/article/pii/S0957417423010813/pdfft?md5=b0e8d80a364f64623cb9df17dfaa6f04&pid=1-s2.0-S0957417423010813-main.pdf
42. Shoreline extraction and analyzing the effect of coastal structures on shoreline changing with remote sensing and geographic information system: Case of Samsun, Turkey
Regional Studies in Marine Science 21 February 2023 Volume 61 (Cover date: July 2023) Article 102883
Zelalem Getachew Ayalke, Aziz Şişman, Kübra Akpinar
https://www.sciencedirect.com/science/article/pii/S2352485523000725/pdfft?md5=7c47b8dacba9db5661e4981ca0870482&pid=1-s2.0-S2352485523000725-main.pdf
43. Assessing forest recreational potential from social media data and remote sensing technologies data
Ecological Indicators 22 March 2023 Volume 149 (Cover date: May 2023) Article 110165
Federico Lingua, Nicholas C. Coops, Verena C. Griess
https://www.sciencedirect.com/science/article/pii/S1470160X23003072/pdfft?md5=d9422596f5348143b6579052b141e7e4&pid=1-s2.0-S1470160X23003072-main.pdf
44. Consistency- and dependence-guided knowledge distillation for object detection in remote sensing images
Expert Systems with Applications 22 May 2023 Volume 229, Part A (Cover date: 1 November 2023) Article 120519
Yixia Chen, Mingwei Lin, Fayadh Alenezi
https://www.sciencedirect.com/science/article/pii/S0957417423010217/pdfft?md5=db6bf2d4c10231c96466a5d231e77fde&pid=1-s2.0-S0957417423010217-main.pdf
Nguồn: Cục Thông tin khoa học và công nghệ quốc gia, 9/10/2023