@article{202409.2466, doi = {10.20944/preprints202409.2466.v1}, url = {https://doi.org/10.20944/preprints202409.2466.v1}, year = 2024, month = {October}, publisher = {Preprints}, author = {Sanjeev Sharma and Justin O. Beslity and Lindsey Rustad and Lacy J Shelby and Peter T Manos and Puskar Khanal and Andrew B. Reinmann and Churamani Khanal}, title = {Integrating Remote Sensing, GIS, AI, and Machine Learning for Natural Resource Management: Comparative Analysis of Tools and the Critical Role of Inā€Situ Validation Data}, journal = {Preprints} }