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References & Acknowledgments

This research project would not have been possible without the support, guidance, and generosity of many individuals and organizations.

Special thanks to:

  • My professors and mentors at the University of Houston–Clear Lake, for their invaluable guidance, encouragement, and expertise throughout the development of this work.

  • The incredible team at Amazon Expeditions Brazil, whose knowledge, logistical support, and field expertise brought this research to life in the heart of the Amazon.

  • Planet Labs, for providing access to high-resolution satellite imagery, which was essential to the geospatial analysis and validation of land use patterns.

  • My fellow students, collaborators, and everyone who has offered advice, feedback, or support along the way.

 

This project represents a fusion of academic inquiry, field experience, and science communication, and I am deeply grateful to those who have helped make it possible.

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