Real-time deforestation anomaly detection using YOLO and LangChain agents for sustainable environmental monitoring
S
Shakti Kundu
S
Shalini Zanzote Ninoria
R
Ravi Prakash Chaturvedi
A
Annu Mishra
A
Akshat Agrawal
R
Reenu Batra
M
Mitiku Dubale
A
Arshad Hashmi
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 15, Issue 1
Published
November 14, 2025
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (8)
S
Shakti Kundu
S
Shalini Zanzote Ninoria
R
Ravi Prakash Chaturvedi
A
Annu Mishra
A
Akshat Agrawal
R
Reenu Batra
M
Mitiku Dubale
A
Arshad Hashmi
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