Real-time deforestation anomaly detection using YOLO and LangChain agents for sustainable environmental monitoring.
- DOI
- 10.1038/s41598-025-23617-4
- Published
- 2025 Nov 14
- Container
- Scientific reports
- Publisher
- Not recorded
- Open access
- yes
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Cite this work
BibTeX
@article{allodium:10.1038/s41598-025-23617-4,
title = {Real-time deforestation anomaly detection using YOLO and LangChain agents for sustainable environmental monitoring.},
author = {Kundu S and Ninoria SZ and Chaturvedi RP and Mishra A and Agrawal A and Batra R and Dubale M and Hashmi A},
year = {2025},
journal = {Scientific reports},
doi = {10.1038/s41598-025-23617-4},
url = {https://doi.org/10.1038/s41598-025-23617-4}
}RIS
TY - JOUR TI - Real-time deforestation anomaly detection using YOLO and LangChain agents for sustainable environmental monitoring. AU - Kundu S AU - Ninoria SZ AU - Chaturvedi RP AU - Mishra A AU - Agrawal A AU - Batra R AU - Dubale M AU - Hashmi A PY - 2025 JO - Scientific reports DO - 10.1038/s41598-025-23617-4 UR - https://doi.org/10.1038/s41598-025-23617-4 ER -
APA
S, K., SZ, N., RP, C., A, M., A, A., R, B., M, D., & A, H. (2025). Real-time deforestation anomaly detection using YOLO and LangChain agents for sustainable environmental monitoring.. Scientific reports. https://doi.org/10.1038/s41598-025-23617-4
Source records
- pubmed · retrieved 2026-09-26T07:55:18.738Z