Have a personal or library account? Click to login
Ecogrid: A serverless AWS solution for vegetation encroachment severity evaluation using contour detection and area ratio algorithm with open-source satellite imagery Cover

Ecogrid: A serverless AWS solution for vegetation encroachment severity evaluation using contour detection and area ratio algorithm with open-source satellite imagery

Open Access
|Jul 2025

References

  1. Mahdi Elsiddig Haroun, F Mohamed Deros, S.N. Bin Baharuddin, M.Z. Md Din N. Detection of Vegetation Encroachment in Power Transmission Line Corridor from Satellite Imagery Using Support Vector Machine: A Features Analysis Approach. Energies (2021), 14, 3393.
  2. Cano-Solis, M.; Ballesteros, J.R.; Branch-Bedoya, J.W. VEPL Dataset: A Vegetation Encroachment in Power Line Corridors Dataset for Semantic Segmentation of Drone Aerial Orthomosaics. Data (2023),8, 128.
  3. Txomin Hermosilla, Michael A. Wulder, Joanne C. White, Nicholas C. Coops. Land cover classification in an era of big and open data: Optimizing localized implementation and training data selection to improve mapping outcomes (2021). Remote Sensing of Environment 268 (2022) 112780.
  4. Leena Matikainen, Matti Lehtomäki, Eero Ahokas, Juha Hyyppä, Mika Karjalainen, Anttoni Jaakkola, Antero Kukko, Tero Heinonen. Remote sensing methods for power line corridor surveys. ISPRS Journal of Photogrammetry and Remote Sensing 119(2016) 10–31.
  5. Gyawali, A. Aalto, M. Peuhkurinen, J. Villikka, M. Ranta. Comparison of Individual Tree Height Estimated from LiDAR and Digital Aerial Photogrammetry in Young Forests. Sustainability (2022), 14, 3720.
  6. Laninga, J. Nasr Esfahani, A. Ediriweera, G. Jacob, N. Kordi. Monitoring Technologies for HVDC Transmission Lines. Energies (2023), 16, 5085.
  7. Bao, J. Zhu, N. Chen, R. Cui, B. Li, W. Yang. Estimation of Forest Height Using Google Earth Engine Machine Learning Combined with Single-Baseline TerraSAR-X/TanDEM-X and LiDAR. Forests (2023), 14, 1953
  8. Yunfei Chen, Xiaolin Ding. A survey of sag monitoring methods for power grid transmission lines. IET Generation, Transmission & Distribution (2023).
  9. Deepa P., Venugopal K.R, Sowmya Revanna. Remote Sensing Satellite Image Processing Techniques for Image Classification: A Comprehensive Survey. March (2017) International Journal of Computer Applications 161(11):24–37 DOI:10.5120/ijca2017913306
  10. Reem M. Hussien, Karrar Q. Al-Jubouri, Mohaimen Al gburi, Al Gburi Hussein Qahtan, Al Hamami Duaa Jaafar. Computer Vision and Image Processing the Challenges and Opportunities for New Technologies Approach: A paper review August (2021) Journal of Physics Conference Series 1973(1):012002DOI:10.1088/1742-6596/1973/1/012002
  11. Vincent Lannurien, Laurent D’Orazio, Olivier Barais and Jalil Boukhobza. Serverless Cloud Computing: State of the Art and Challenges May (2023) DOI:10.1007/978-3-031-2661_11
  12. Yingying Tan and Jiang Chang. The Garden Vegetation Coverage Monitoring and Spatial Analysis Model based on Remote Sensing Technology October (2024) Scalable Computing Practice and Experience 25(6) DOI:10.12694/scpe.v25i6.3429
  13. Anuradha Yadav, Shivani Shivani, Vijaya Kittu Manda, VikramadityaSangwan, Anna Demkiv. Blockchain technology for ecological and environmental applications July (2024) Ecological Questions 35(4):1–20 DOI:10.12775/EQ.2024.050
  14. Flavio Piccoli, Simone Giuseppe Locatelli, Raimondo Schettini and Paolo Napoletano. An Open-Source Platform for GIS Data Management and Analytics April (2023) Sensors 23(8):3788 DOI:10.3390/s23083788
  15. Fatwa Ramdani, Putri Setiani & Riswan Sianturi Towards understanding climate change impacts: monitoring the vegetation dynamics of terrestrial national parks in Indonesia Springer Nature Scientific Reports August (2024)14(1) DOI:10.1038/s41598-024-69276-9
  16. Waqas Liaqat, CelaleddinBarutçular, Muhammad U. Farooq, Haseeb Ahmad, Muhammad F. Jan, Zahoor Ahmad, Haq Nawaz and Ming Li. Climate change in relation to agriculture: A review March (2022) SPANISH JOURNAL OF AGRICULTURAL RESEARCH 20(2):e03R01 DOI:10.5424/sjar/2022202-17742
  17. Ramesh Prasad Bhatt. Impact on Forest and Vegetation Due to Human Interventions October (2022) DOI:10.5772/intechopen.105707
Language: English
Submitted on: Mar 12, 2025
Published on: Jul 14, 2025
Published by: Professor Subhas Chandra Mukhopadhyay
In partnership with: Paradigm Publishing Services
Publication frequency: 1 times per year

© 2025 Sonali Patil, Sonali Kothari, Devata Raghunath Anekar, Shweta Koparde, Avishkar Patil, published by Professor Subhas Chandra Mukhopadhyay
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.